learning_objective,bloom_level,bloom_level_name About what proportion of the population of the US is living on farms?,0,Remember Correctly label the brain lobes indicated on the diagram below,0,Remember Define compound interest.,0,Remember Define four types of traceability,0,Remember Define mercantilism.,0,Remember "Define stream bank, floodplain and substrate.",0,Remember Define the meaning of the Olympic Motto.,0,Remember Draw and label a diagram of a typical stream.,0,Remember Draw the basic outline of a page of notes using the Cornell Method?,0,Remember Draw the block diagram of the central processing unit ,0,Remember Draw the flow chart of the PNK system,0,Remember How many instructions in the instruction set of RISC computer?,0,Remember How many kilometers from your home to the university,0,Remember How many loop statement available in c++?,0,Remember How many states are there in USA,0,Remember How many years does this animal live?,0,Remember How much data can be stored in the cach memory,0,Remember How much did he pay for his car,0,Remember How much is your weight,0,Remember How much time did he took to build a house,0,Remember How much water does an elephant drink,0,Remember Identify a phrase as a simile,0,Remember "Identify a property (commutative, additive, etc(",0,Remember Identify fractions from a pictorial representation,0,Remember Identify ordinal positions,0,Remember Identify the correct definition of osmosis,0,Remember Identify the five major prophets of the Old Testament.,0,Remember Identify the part of a eukaryotic cell.,0,Remember Identify the standard peripheral components of a computer.,0,Remember Identify which word begins with the same sound as the s in sun (Knowledge of letter s),0,Remember in which countries is arabic language spoken,0,Remember in which continent does the state of suriname fall,0,Remember In Which part of the world does he live,0,Remember Label any Olympic sporting apparatus with design features.,0,Remember Label the parts of the following insects: Grasshopper,0,Remember Label the parts of the microscope shown on the right,0,Remember List four types of clauses mentioned in the article,0,Remember List reserved words in C programming.,0,Remember List the characteristics peculiar to the Cubist movement.,0,Remember List the levels in Bloom's Taxonomy.,0,Remember List the procedure to draw a mixed potential or Evans' diagram,0,Remember List the steps involved in titration.,0,Remember List three characteristics that are unique to the Cubist movement.,0,Remember List three predominant economic systems that exist,0,Remember Look at the symbol. What is the symbol’s purpose on a map?,0,Remember Make a list of facts you learned from the story.,0,Remember Name 5 steps that follow the taking of notes (within 24 hours or less)?,0,Remember Name the artist who painted the Mona Lisa.,0,Remember Name the food groups and at least two items of food in each group.,0,Remember Name the four major food groups.,0,Remember Name the main characters in the story.,0,Remember Name the property that states that,0,Remember Please label the diagram below:,0,Remember Recall basic math facts,0,Remember Recall locations of a historical events,0,Remember Recall the definition of the formula datatype from your assignment 2.,0,Remember Recall the equation for the Ideal Gas Law.,0,Remember Recall the following pictoral example of an implementation of some queue operations,0,Remember recall the supply voltage constraints,0,Remember Recite a policy of immigration in Europe .,0,Remember "Recite the poem ""Auto Wreck"".",0,Remember Recite the principles of the Data Protection Act.,0,Remember Recite the the Gaussian law,0,Remember State four attributes of well engineered software.,0,Remember State how to find a word in a dictionary,0,Remember State the characteristics of each type of corrosion testing studied,0,Remember State the definition of application in Bloom's Taxonomy.,0,Remember State the formula for the area of a circle,0,Remember State the guidelines to design an anodic protection system,0,Remember State the pattern for expressing time in French.,0,Remember Compare Calliope with Howie. Use the word bank.,1,Understand Compare historical events to contemporary situations,1,Understand Complete an analogy (analogy tasks are inference tasks),1,Understand Describe 4 types of coupling in software design.,1,Understand Describe how Phillip and Timothy survived on the Cay.,1,Understand Describe in prose what is shown in graph form.,1,Understand Describe in your own words how to borrow a book from the library.,1,Understand Describe in your own words how to copy text from one program into another.,1,Understand Describe in your own words what happens when a stream's velocity slows.,1,Understand Describe in your own words what is meant by a sprained ankle.,1,Understand Describe nuclear transport to a lay person.,1,Understand Describe the Pareto Principle in statistical software quality assurance.,1,Understand Describe what goes in each of the four areas on the first page of notes,1,Understand Describe what took place as the Hato was sinking.,1,Understand Describe how the linear polarization method can yield corrosion rates,1,Understand Describe the major clinical differences between visceral and somatic pain,1,Understand Briefly describe the author's approach to the liabilities of the GOTO statement,1,Understand Describe what happened at...?,1,Understand Determine the author’s point of view,1,Understand Determine the next number in a sequence,1,Understand Discuss the nature of socialism.,1,Understand Explain how Timothy saved Phillip's life.,1,Understand Explain in one's own words how to create a query in a database.,1,Understand Explain in your own words what a recessive gene is.,1,Understand Explain in your own words what do you mean by the term economics?,1,Understand Explain in your own words what is meant by mercantilism.,1,Understand Explain the causes of historical events,1,Understand Explain the communicative property.,1,Understand "Explain the double meaning the author attributes to the term ""successive action descriptions""",1,Understand Explain the possible uses described in class for the space to the left of the vertical line.,1,Understand Explain the process (paraphrase) for finding the perimeter of a rectangular garden,1,Understand Explain what a poem means.,1,Understand "Explain what the author means by the statement ""our intellectual powers are geared to master static relations.",1,Understand Express your opinion of 'Drugs in Sport' through poetry.,1,Understand From a blueprint to describe the article depicted.,1,Understand "Given a graph of production trends in automobiles, describe what the graph represents in a memo to your boss.",1,Understand "Given these five corrosion inhibitors, V, W, X, Y, Z, identify which are passivators ",1,Understand "Illustrate this caption: ""Olympic as a Media Event in the Information Society""",1,Understand Illustrate what you think the main idea was.,1,Understand In one sentence explain the main idea of a written passage.,1,Understand In one sentence illustrate the main point of a written passage.,1,Understand Interpret the pictures.,1,Understand Outline in your own words how the Leggo's Tomato Paste advertisement sells their product.,1,Understand Outline the most important insight of the tale.,1,Understand Outline the mechanisms employed by bacteria allowing them to evade phagocytic destruction.,1,Understand "Outline an ""attack plan"" that will allow you to test your hypothesis using computational molecular modeling tools",1,Understand Paraphrase an important speech,1,Understand Paraphrase what Hamlet is saying in his soliloquy.,1,Understand Paraphrase the poem in your own words,1,Understand "Paraphrase this poem about Sheik Schubli, explaining what he was saying about the characteristics of a friend",1,Understand Describe the output of this program fragment:,1,Understand Classify types of corrosion inhibitors ,1,Understand would you classify the zener diode in this circuit as a series voltage regulator or a shunt voltage regulator,1,Understand "Classify the following protocols: IP, TCP, HTTP according to the ISO OSI classification",1,Understand "Classify the following substances as particle, atom, element, molecule, compound",1,Understand How would you classify the geographic location of your school,1,Understand Classify animals into two groups.,1,Understand Classify celebrations into family and community categories.,1,Understand Classify frogs toads and other amphibians.,1,Understand Restate main idea of story in own words.,1,Understand Restate the Olympic motto in your own words.,1,Understand Retell the story in your words.,1,Understand Rewrite the principles of test writing.,1,Understand Rewrite you predicted equation for the ideal gas law,1,Understand Rewrite the markov matrix to account for this slight change.,1,Understand "Rewrite the sentence in your head, following the direction given below",1,Understand Rewrite a part in the poem using a different speaker,1,Understand Select the best title for a passage,1,Understand State in your own words the rule for balls and strikes in baseball.,1,Understand State in your own words where in the library to find previous issues of journals that are no longer in the display racks.,1,Understand Apply laws of statistics to evaluate the reliability of a written test.,2,Apply Apply shading to produce depth in drawing.,2,Apply Apply the rule of law to a new situation,2,Apply Apply the storytelling technique here to a little story of your own.,2,Apply Apply your understanding the Olympic spirit to develop a new motto or slogan.,2,Apply Show the value of x after running this program fragment,2,Apply Calculate for x in the following equation: 12x=36,2,Apply Calculate the deflection of a beam under uniform loading.,2,Apply Calculate the number of sacrificial anodes that would be required to form a calcareous deposit on a steel pile immersed in seawater. ,2,Apply Calculate the rate of habitat fragmentation within the Colorado Front Range in the last decade.,2,Apply Can you apply the method used to some experience of your own . . .?,2,Apply Can you group by characteristics such as . . .?,2,Apply Categorise the pictures and add them to the wall display.,2,Apply Choose a country that does not compete at the Olympics and explain why that country is not an Olympic member.,2,Apply Choose any U.S. president and explain how he exercised his power as Commander in Chief of the Armed Forces.,2,Apply Compute the area of actual circles.,2,Apply Compute the volume of a cylinder,2,Apply Construct a model to demonstrate how it will work.,2,Apply Demonstrate how the seasons occur.,2,Apply Demonstrate how this could work in an industry setting?,2,Apply Demonstrate using the OPAC and your knowledge of library organization to find a book about turtles.,2,Apply Demonstrate how your unit’s specific student learning outcomes are linked to the mission of UAM.,2,Apply Derive a kinetic model from experimental data.,2,Apply Describe an experiment to answer the question of the effects of weight on the fall of an object.,2,Apply Construct a market strategy for your product using a known strategy as a model.,2,Apply Construct a simple payroll program that computes net pay for those working 40 hours or less and net pay for those working over 40 hours.,2,Apply "Draw 3 pictures showing the beginning, middle and ending of the story.",2,Apply Draw a picture of the bears' house.,2,Apply Draw a picture of the gown Cinderella wore to the ball.,2,Apply "From the information given, can you develop a set of instructions about . . .?",2,Apply How could someone modify the Cornell Method to make it effective for researching a topic for a paper?,2,Apply How might lifestyles in the United States be modified if a more socialistic system were adopted?,2,Apply "If notes are available on the professor’s website, how should those notes be used?",2,Apply "In a teaching simulation with your peers role-playing 6th grade students, demonstrate the principle of reinforcement in classroom interactions and prepare a half page description of what happened during the simulation that validated the principle.",2,Apply Make a diorama to illustrate an important event.,2,Apply Make a paper-mache map to include relevant information about an event.,2,Apply Make a scrapbook about the areas of study.,2,Apply Make up a puzzle game using the ideas from the study area.,2,Apply Model an Olympic Village for the new Millenium.,2,Apply Participate in a mock election,2,Apply Predict what happens to X if Y increases.,2,Apply Pretend you are one of the characters in the book. Write a diary about the happenings in your life for two consecutive days.,2,Apply Relate the principle of reinforcement to classroom interactions.,2,Apply Relate topographic map to field features,2,Apply Relate your most powerful story where your use of technology in the classroom has yielded a significant outcome with a student or students,2,Apply How would you relate position concept with position strategy,2,Apply "Show, through role-play, the final scene in the novel.",2,Apply Solve a math problem using familiar procedure or formula,2,Apply Solve for the ten following fraction multiplication problems. Please make sure to show all your work.,2,Apply Would you solve these two problems using similar approaches,2,Apply Use Laplace to solve the following problems,2,Apply Can you solve the following problem ,2,Apply How to specify the impact energy and impact test temperature of the material in the Code,2,Apply How does one specify the syntactical restrictions,2,Apply Specify a deterministic finite automaton (DFA) recognizing the,2,Apply Take a collection of photographs to demonstrate a particular point.,2,Apply Use a costing model to compute prices on goods to maximise profits and minimise costs.,2,Apply Use a manual to calculate an employee's vacation time.,2,Apply Use the distance travelled and cost of petrol to calculate the cost of a coach trip using a spreadsheet.,2,Apply Use the rule for a semicolon in a sentence.,2,Apply Who can use what we know about sonnets and finish this poem?,2,Apply Would this information be useful if you had a . . .?,2,Apply Sketch a prediction of the field lines for the arrangement of electrodes shown in Figure 2,2,Apply Sketch the blackbody curves for radiation emitted from the Sun and the Earth,2,Apply Sketch a typical absorption process in a packed column with regeneration in form of,2,Apply sketch a graph of velocity versus time for the upward and downward parts of a ball’s flight,2,Apply Analyze safe and dangerous aspects of these features.,3,Analyze Analyze the characteristics of frogs.,3,Analyze Analyze the movements and sounds of a frog.,3,Analyze "Analyze the problem, identifying its variables.",3,Analyze Break down the components of a standard film camera and explain how they interact to make the machine work.,3,Analyze Break down the main actions of the story.,3,Analyze "By comparing the map of the tectonic plates to the earthquake map, what inferences can you make?",3,Analyze Can you compare your . . . with that presented in . . .?,3,Analyze Can you distinguish between . . .?,3,Analyze Can you explain what must have happened when . . .?,3,Analyze Can you find four different feelings Pa Lia had during the story?,3,Analyze Compare and contrast animals that the class has made.,3,Analyze Compare and contrast our school to other communities.,3,Analyze "Compare and contrast preview questions, clarifying questions and anticipated exam questions, including how each relates to the notetaking process?",3,Analyze Compare and contrast the waterfall model with the prototyping model.,3,Analyze Compare and contrast two characters in the book.,3,Analyze Compare fall and spring,3,Analyze Compare herbatious and carnivorous animals on a Venn diagram.,3,Analyze Compare how different children come to school.,3,Analyze Compare the place where the story happened with where you live.,3,Analyze Compare this book to the last book you read.,3,Analyze Compare three celebrations using a Venn diagram.,3,Analyze Compare two dog food commercials. What is the difference between them and how do they both sell their products?,3,Analyze Compare two of the characters in this book.,3,Analyze Conduct an investigation to produce information to support a view.,3,Analyze Contrast building in the coastal zone with building in a river floodplain.,3,Analyze Contrast Olympic athletes of today with athletes of past Olympic games.,3,Analyze Differentiate between .call by value and call by reference.,3,Analyze Differentiate printf function calls for displaying prompts and for echoing data.,3,Analyze Distinguish between micro and macro economics.,3,Analyze Distinguish facts from hypotheses,3,Analyze "Divide the story into initiating event, rising action, climax, and falling action",3,Analyze "Examine what helps to make a good Olympics? Think about money, schedules, sports and people.",3,Analyze "Explain the term conjugal families, by making reference to the different types of societies to which they could belong.",3,Analyze analyze the positive and negative points presented concerning the abolition of guns and write a brief (2-3page) narrative of your analysis.,3,Analyze "Differentiate the passages that attacked a political opponent personally, and those that attacked an opponent's political programs.",3,Analyze How does your pet differ from other animals?,3,Analyze How does...compare/contrast with...?,3,Analyze How is . . . similar to . . .?,3,Analyze How was life different in your town 100 years ago?,3,Analyze How was this similar to . . .?,3,Analyze How would this story be different if it had happened in a different country?,3,Analyze How would you distinguish between polymyositis and viral myositis in a 42-year-old man with weakness and a rash?,3,Analyze "If your story happened in a foreign land, compare that land to the United States.",3,Analyze "If your story occurred long ago, compare that time with today in a good paragraph. If it was a modern story, compare it with a long time ago and tell what would be different.",3,Analyze Investigate innovations that can enhance future Olympics.,3,Analyze Make a diagnosis or analyze a case study.,3,Analyze Select the athlete of the century and analyze why you chose this person.,3,Analyze "If interest were compounded monthly instead of daily, what would the difference in interest be?",3,Analyze What are the parts or features of...?,3,Analyze Distinguish between the following giving suitable examples,3,Analyze Distinguish between abstract date types (ADTs) and implementations of ADTs,3,Analyze "How do you distinguish between the binge-eating/purging type of anorexia nervosa and bulimia nervosa, purging type",3,Analyze How does Tdap differ from Td vaccine,3,Analyze How does autonomy differ with age,3,Analyze In what ways do female offenders differ from male offenders,3,Analyze in what ways trajectory patterns differ according to ABC,3,Analyze How do psychologists differ in their general attitudes toward third party presence,3,Analyze How did Chinese newspapers differ from US,3,Analyze How does public health reporting differ today from reporting two years before,3,Analyze How does an endorsement differ from a teaching certificate,3,Analyze How do we differentiate between genuine buyer and undercover buyer,3,Analyze How do we differentiate between an interview and an interrogation?,3,Analyze Differentiate between the following terms along with appropriate examples,3,Analyze Differentiate the following functions using the quotient rule,3,Analyze Can you differentiate between ethnic Chinese and ethnic Koreans,3,Analyze How would you differentiate obstructive apneas from central apneas,3,Analyze How would you differentiate a project from a program,3,Analyze How is scientific progress similar to Darwinian evolution according to Kuhn,3,Analyze "in what ways is oxyperoxidase similar to other oxygenated heme proteins, and how does it differ",3,Analyze Apply and integrate several different strategies to solve a mathematical problem (not according to one formula(,5,Create Can you create new and unusual uses for . . .?,5,Create Can you design a . . . to . . .?,5,Create Can you develop a proposal which would . . .?,5,Create Can you invent another character for the story?,5,Create Can you see a possible solution to . . .?,5,Create Can you write a new recipe for a tasty dish?,5,Create Choose a character. Rewrite a scene from the story from this character's point of view.,5,Create Combine any two sports to develop a new Olympic sport.,5,Create "Combine elements of drama, music, and dance into a stage presentation.",5,Create Compose a class story.,5,Create Compose a dialogue between Atticus Finch and Tom Robinson when they first met.,5,Create Compose a rhythm or put new words to a known melody.,5,Create Compose a simple rap or rhyme about zoo animals.,5,Create Compose music for a frog play.,5,Create Compose a complete C program that reads text strings from a text file into a suitable data,5,Create Compose a device that would assist an athlete in their training.,5,Create Compose an original work which incorporates five common materials in sculpture.,5,Create Compose your own note-taking design that incorporates all theadvantages of the Cornell Method.,5,Create Create a chart that compares things that use electricity and things that do NOT use electricity.,5,Create Create a new product. Give it a name and plan a marketing campaign.,5,Create "Create a new song for the opening line of ""Mary had a little lamb"".",5,Create Create a set of guidelines to determine the points of a plant susceptible to localized corrosion.,5,Create Create a storyboard for a sequel to your book. Use the same characters.,5,Create Create an equation to represent the solution to this problem.,5,Create Create and perform a play about frogs.,5,Create Create plan of local environment by drawing around boxes.,5,Create Design a building according to given specifications,5,Create design a cost effective strategy to generate reliable data.,5,Create Design a machine to perform a specific task.,5,Create Design a new animal to live in the jungle.,5,Create Design a poster for this book.,5,Create Design a testing scenario to assess the susceptibility of an alloy to be used in a given environment?,5,Create Design and make an animal that moves.,5,Create Design costumes for the characters.,5,Create Design the architecture of the software system based on the requirements defined in the Software Requirement Specification document,5,Create Develop a hypothesis.,5,Create Develop a plan for a new Olympic Bid System.,5,Create Develop a SQA Plan for a software development project which is defined in the attached document.,5,Create "Develop a way to teach the concept of ""adjectives"".",5,Create Develop one plausible ending for all three short stories below.,5,Create Devise a new economic system based on the ones that already exist.,5,Create Devise plans to market or make artwork more valuable.,5,Create Draw a painting that uses various principles of perspective to achieve its effect.,5,Create "Explain how the biological concept of symbiotic relationships could be used to help solve socially created problems like water pollution, overflowing garbage landfills, or homelessness.",5,Create Explain why it is likely that a matriarchal family system would be found in a matrilocal or matrilineal society.,5,Create "Following the identification of the forms of corrosion that were involved in a failure, recommend a solution to avoid this failure?",5,Create Given two opposing theories design an experiment to compare them.,5,Create How could we determine the number of pennies in a jar without counting them?,5,Create How could you re-write this story with a city setting?,5,Create "how do the clauses and expressions given in the article which replace GOTO statements, lead to the three traditional control statements",5,Create How many ways can you . . .?,5,Create How would the U.S.A. be different if the South had won the Civil War?,5,Create How would you change the story to create a different ending?,5,Create How would you create/design a new...?,5,Create How would you restructure the school day to reflect children's developmental needs?,5,Create Identify one problem in the book and give an alternate solution one not given by the author.,5,Create If you had access to all resources how would you deal with . . .?,5,Create Integrate training from several sources to solve a problem.,5,Create Invent a machine to do a specific task.,5,Create Justify your choice of data structure.,5,Create Make a radio announcement that advertise the book. Write it out.,5,Create Make up a new language code and write material using it.,5,Create Name one character. Rewrite the story from this character's point of view.,5,Create Organize this book into three or more sections and give your own subtitle for each section.,5,Create Plan a research paper on a given historical topic,5,Create Predict the differences of a planet with no seasonal changes.,5,Create Prepare a book jacket that illustrates the kind of book as well as the story.,5,Create Pretend you are a librarian recommending this book to someone. Write a paragraph telling what you would say.,5,Create Revise and process to improve the outcome.,5,Create "After designing an experiment, examining the results, and drawing conclusions, determines in what ways the experiment could be conducted more effectively in order to draw more productive conclusions in the future.",4,Evaluate "After examining the videotape of a play in a football game, determine the degree to which the defensive team performed effectively and",4,Evaluate "After solving a problem, determine the degree to which the problem was solved as efficiently as possible",4,Evaluate Appraise data in support of a hypothesis.,4,Evaluate Appraise the speech's effectiveness based upon the class' criteria.,4,Evaluate Are there students who should not use the Cornell method?,4,Evaluate Are you a . . . person?,4,Evaluate Assess the appropriateness of an author's conclusions based on the evidence given.,4,Evaluate Assess the importance of understanding seasonal patters.,4,Evaluate Assess the relative effectiveness of different graphical representations of the same data or biological concept.,4,Evaluate Assess the strengths and weaknesses of the current Olympics and recommend action that should be taken in future Olympics: What can be,4,Evaluate "Award the contract to the best proposal. Rank the principles of ""good sportsmanship"" in order of importance to you.",4,Evaluate Can you defend the idea that Simon's incident with the pig's head is the most mystical in the story?,4,Evaluate Can you defend your position about . . .?,4,Evaluate Choose a paint schedule for the maintenance of an outdoor structure? (level 2),4,Evaluate Choose and illustrate the two most important events in the story.,4,Evaluate Conclude and support which economic system leads to a higher standard of living.,4,Evaluate Construct a poster that will advertise your new food product in an exciting and irresistible way.,4,Evaluate Critique an experimental design or a research proposal.,4,Evaluate "Critique the other student's (or your own) speech, based on the criteria we have studied this semester.",4,Evaluate Decide whether you are in favor of building on a floodplain; defend your position in a debate.,4,Evaluate Decide whether you could have survived on the island blind and alone. Write about things that would have been challenging making sure to,4,Evaluate Decide whether you learned enough about electricity from this book.,4,Evaluate Decide which candidate would best fill the position of principal.,4,Evaluate Decide which course of action was most effective,4,Evaluate Decide which method of solving a problem was most effective ,4,Evaluate Defend the following claim: The Cornell method works so well that it could turn even a poor lecture into a valuable learning experience.,4,Evaluate Defend your use of a specific strategy in solving the problem.,4,Evaluate Describe the economic consequence of a neolocal society. Support your description with information you have learned from this course.,4,Evaluate Design a healthy menu that you think most people would enjoy using the healthy eating guide.,4,Evaluate Determine if a character’s actions were heroic ,4,Evaluate Do you agree...?,4,Evaluate Do you think . . . is a good or a bad thing?,4,Evaluate Establish criteria for making this choice and defend your final selection.,4,Evaluate "Evaluate a work of art, giving the reasons for your evaluation.",4,Evaluate Evaluate appropriate and inappropriate actions of characters.,4,Evaluate Evaluate board games and justify why rules are important.,4,Evaluate Evaluate the corrosion monitoring needs of a chemical processing plant ,4,Evaluate Evaluate the level of galvanic coupling between two metals using basic kinetic information? (level 4) ,4,Evaluate Evaluate two Internet sources of information about the Egyptians. Which would be a better choice for your purpose and why?,4,Evaluate Evaluate whether their model is a true representation of the local environment.,4,Evaluate Evaluate your own or a peer's essay in terms of the principles of composition discussed during the semester.,4,Evaluate Examine the stated positions of both major political candidates with regard to a particular issue and state good reasons (based on principles discussed in class) for why one candidates position is more likely to be effective than the other's.,4,Evaluate Explain and justify a new budget.,4,Evaluate Explain choices made in making recommendations to an end user.,4,Evaluate "Given an argument on any position, enumerate the logical fallacies in that argument.",4,Evaluate "Given the data available on a research question, take a position and defend it.",4,Evaluate "Given the data we've looked at on this topic, evaluate how appropriate this conclusion is and defend your answer.",4,Evaluate "Given the two solutions to the stated programming problem, rate the solutions in terms of efficiency and readability.",4,Evaluate "Given three possible approaches to implement the defined system, discuss the possible advantages and disadvantages of each approach.",4,Evaluate "Given two possible solutions, A and B, to solving the given software development problem, decide on the best solution. Give your justification.",4,Evaluate How effective are . . .?,4,Evaluate How would you decide about...?,4,Evaluate How would you feel if . . .?,4,Evaluate How would you have handled . . .?,4,Evaluate "improved, reformed or rejected?",4,Evaluate "In a given clinical situation, select the most reasonable intervention and predict the main effects and possible side effects.",4,Evaluate Is there a better solution to . . .?,4,Evaluate udge aesthetic qualities and relationship to future values.,4,Evaluate judge the difficulty level for yourself.,4,Evaluate Judge the value of . . .?,4,Evaluate Judge whether it would be possible to survive on an island alone and blinded. Write about it.,4,Evaluate Judge whether Olympic Ideals are realistic or unrealistic for the contemporary elite athlete.,4,Evaluate Justify and nominate ways to prevent animal extinction.,4,Evaluate Justify the title To Kill a Mockingbird .,4,Evaluate Listen to two classmates conversing on tape and critique their performance on the basis of the skills covered this semester.,4,Evaluate Place the following in order of priority...,4,Evaluate Predict what will happen next in.,4,Evaluate Predict whether Phillip will ever go back to visit the Cay after several years of recovery. Assuming he gets his sight back.,4,Evaluate Recommend how our classroom or playground could be improved.,4,Evaluate State the rule for balls and strikes in baseball.,0,Remember State the rule for using a semicolon in a sentence.,0,Remember What are major facts about particular cultures and societies,0,Remember What are the major products and exports of countries,0,Remember What are the representational symbols on maps and charts,0,Remember What are the structure or functions of Congress,0,Remember What are the units of corrosion penetration rates? Relate these to Faraday's law,0,Remember What does ICT stands for,0,Remember What is your family name,0,Remember What is a global variable?,0,Remember What is a textual index,0,Remember What is the setting of To Kill a Mockingbird?,0,Remember What is the title of the first movie you saw,0,Remember What season are we in right now?,0,Remember when did saudi arabia start using internet,0,Remember when did the first saudi radio station open,0,Remember When did the second world war happen ,0,Remember When did you born ?,0,Remember when was the first airport in the yemen built,0,Remember when was the UN formed,0,Remember Which of the following is the method for determining the volume of a cylinder?,0,Remember Which of the following item does not belong to the set ?,0,Remember Which of the two liquids is hypotonic,0,Remember which part of a data packet is used by a router to determine the destination network,0,Remember Which technology is used by laser printer,0,Remember Who is the first president of USA,0,Remember who is the founder of the kingdom of saudi Arabia,0,Remember who was the first man on the moon,0,Remember who was the first to compose in the arts of makamat,0,Remember Who was the writer of the Hamilton,0,Remember Can you state in your own words what the problem is asking you to do,1,Understand State in your own words what the author means when he says,1,Understand Summarize a historical document,1,Understand Summarize a story in own words.,1,Understand Summarize Jem’s beliefs about Boo Radley,1,Understand Summarize the basic tenets of collaborative conservation.,1,Understand Summarize the basic tenets of deconstructionism.,1,Understand Summarize this magazine article.,1,Understand Tell how Phillip kept himself alive after Timothy died.,1,Understand Tell in your own words how the setting of the story made it more interesting.,1,Understand Tell in your own words the beginning of the book.,1,Understand "In your own words, tell what is meant by the definition of an isosceles triangle.",1,Understand "In your own words, how would you define transferable skills",1,Understand Translate a written text aloud from L2 to English.,1,Understand Translate an equation into a computer spreadsheet.,1,Understand Translate an equation into a spreadsheet formula.,1,Understand Translate the following passage from The Iliad into English.,1,Understand Use the E-pH or Pourbaix diagram of Cr to determine the control current and potential for the anodic protection of a S43000 stainless steel vessel.,1,Understand "Compare and contrast two treatments of either drapery or animals by Greek sculptors, establishing their artistic contexts",1,Understand "Briefly compare this way of testing the satisfiability of to the more standard way using SLD Resolution, as in Prolog",1,Understand How would you compare SAS with the Visual Basic Application and SPSS for the processing and analysis of mainframe data,1,Understand Describe and compare the role of Islamic law in the legal systems of Malaysia and Pakistan,1,Understand Express the rule in function notation,1,Understand Express the following systems in matrix form,1,Understand Express the following percentages as fractions in simplest form,1,Understand Explain the whole method of crushing,1,Understand "In your own words, how would you summarize the story up",1,Understand Summarize the main point of these two texts in your own words,1,Understand Outline the aim of two studies within the,1,Understand Outline your experience in working with service users,1,Understand How do teenagers use code in emails and instant messages?,2,Apply Use the second-derivative test to determine whether critical points where f0(x) = 0 yield relative maxima or relative minima,2,Apply Use the unification algorithm to determine whether the following two terms are uni_able. Show intermediate step,2,Apply Use tableau methods to prove that the following tableau is valid.,2,Apply Use a sketch too find the exact value of each expression,2,Apply Use Gauss’ Law to find the electric field between the plates when the charge on them is Q,2,Apply What happens if you restrict a determinental process to a subset R S? ,2,Apply What would happen if the rainfall doubled in your state next year,2,Apply What happens if you change the direction of the displacement (but not its size)?,2,Apply What would you do if a heavy growth of bacteria had occurred,2,Apply What would result if …,2,Apply What approach would you use to prove the truth of the below statement,2,Apply Construct one Turing Machine for computing each of the following functions,2,Apply Construct a Venn diagram to determine the validity of the given argument.,2,Apply Construct a dictionary and a truth table to determine if the following statements are logically equivalent,2,Apply "How can we construct H given I, B and E?",2,Apply Construct a family of networks to demonstrate that the number of different mincuts in a network can be exponential in the size of the network,2,Apply How do you construct foliations on a given manifold M?,2,Apply How to Construct the Optimal Maintenance Problem,2,Apply How to construct simple solutions when problems are complex?,2,Apply Construct the 4-Bit Ripple carry Adder Circuit,2,Apply Construct an analog circuit with the following specifications,2,Apply Construct the Data Path of the RISC Processor given in the previous question,2,Apply How do we construct agents that can deliver. “good” assistance,2,Apply How to construct the selected information system,2,Apply Show how they have used creative writing strategies appropriate to the format,2,Apply Show how to modify Fitch's algorithm given in class today to accommodate non-binary,2,Apply Show how E-CRM can be used to improve marketing positioning as explained in the article,2,Apply How would you show your understanding of the ABC process,2,Apply Show me how you would check the brake lights are working on this car,2,Apply In what ways are foxes similar to wolves and dogs,3,Analyze How are the adolescents with ASD similar of different from each other in their sources of communication breakdowns ?,3,Analyze Examine the data in the EMPLOYEES and DEPARTMENTS tables,3,Analyze Examine the differences between the model excluding the most influential observation and the model including all observations.,3,Analyze Critically examine the strengths and weaknesses of the positivist paradigm,3,Analyze Examine differences between the means of each individual switching factor.,3,Analyze Examine carefully the given map extract on the following page to help you work out the exercise below.,3,Analyze "Inspect each of these Boolean expressions, and determine whether each one is a sum of products, or a product of sums",3,Analyze Inspect the size of the loaded data: how many objects and variables does the iris data matrix contain?,3,Analyze Can you distinguish for me between what is reasonably achievable and what are exaggerations,3,Analyze Can you distinguish aged rums from unaged rums by smell,3,Analyze Can you distinguish pot still rums from column still rums by taste,3,Analyze Inspect the pattern of GPS positions relative to the “known” published value,3,Analyze How does your agency inspect against its expectation for operators,3,Analyze How to inspect and maintain fresh water plumbing systems properly,3,Analyze Can you analyze the fractures and determine which should be repaired surgically,3,Analyze Can you please analyze modern contemporary culture and tell me how your work plays a significant part in the remains of our post-modernist culture ?,3,Analyze "How effectively did students analyze course content on race, class, and privilege through autobiographical reflection",3,Analyze How do you analyze a marginally RCT,3,Analyze "Contrast the treatment of ""well known"" trademarks provided by Paris Article and by TRIPS Article",3,Analyze Contrast the Valles Marineris on Mars with the Grand Canyon,3,Analyze How does Hawaii contrast and compare to Florida?,3,Analyze Investigate whether or not the system can be solved for x; y; z ,3,Analyze Investigate (pointwise) convergence and absolute convergence of the given series of functions,3,Analyze How would you investigate this patient,3,Analyze How would you investigate this abnormality,3,Analyze What can I do to investigate this problem further,3,Analyze how the investigation was undertaken,3,Analyze How would you differentiate between heterodox and mainstream,3,Analyze "How do I differentiate between ""deceive"" and ""cheat on""?",3,Analyze Revise how to complete a complex task in order to improve the outcome.,5,Create Revises and process to improve the outcome.,5,Create "structure, sorts the list in ascending order, displays the list on the screen and stores the list",5,Create Suppose Phillip wasn't rescued shortly after Timothy's death. How long could he have survived?,5,Create "Using information from the book about one of the main characters, rewrite the ending of the book.",5,Create What ideas can you add to...?,5,Create What might happen if you combined...?,5,Create What solutions would you suggest for...?,5,Create What would happen if . . .?,5,Create What would you predict/infer from...?,5,Create Why don’t you devise your own way to deal with . . .?,5,Create Why not compose a song about . . .?,5,Create "Write a C program that accepts integer inputs from the screen, computes the total and average values; and displays the values on the screen.",5,Create Write a letter to the editor on a social issue of concern to you.,5,Create Write a logically organized argument in favor of a given position.,5,Create Write a poem about this book.,5,Create Write a set of rules to prevent what happened in the story.,5,Create Write a short story relating a personal experience in the style of a picaresque novel.,5,Create Write a song about 'Old MacDonald' who had a bulldozer instead of a farm.,5,Create Write an essay in not more than 250 words about India and Technological Advancement. Use active voice as much as possible.,5,Create How do you combine the results of various individual tests to determine whether a student can progress to a next semester / phase / year?,5,Create How can we combine and abstract facts about a software system to create new knowledge?,5,Create How to combine virtual symmetry and symbolic model checking effectively,5,Create How do we efficiently combine multiple subject graphs to construct an aig with choice,5,Create how do we devise a way to enforce the laws,5,Create can you devise an explicit formula for,5,Create Do you devise a systematic approach in order to get larger progressions,5,Create Develop and execute a program for this exercise,5,Create Develop a network based on the following information: Activity Immediate predecessors,5,Create How could we develop a coherent measure of success for organisations engaged in this type of activity with young people?,5,Create Select the best proposal for a proposed water treatment plant.,4,Evaluate Select the most effective solution.,4,Evaluate suggest ways in which it could have responded more effectively,4,Evaluate decide about the most exciting part of the book. being sure to give at least three reasons why?,4,Evaluate Use a judge and jury to discuss the statement 'Children enjoy Anthony Browne's books because of the illustrations'.,4,Evaluate "Using straight value depreciation, decide between two copper-nickel alloys for the design of a heat exchanger. ",4,Evaluate "Using the basic principles of socialism discussed in this course, evaluate the US economic system by providing key arguments to support your judgment.",4,Evaluate Was Hemingway a great American writer? First you will need to define greatness.,4,Evaluate What changes to . . . would you recommend?,4,Evaluate What criteria would you use to assess the validity of a business contract?,4,Evaluate What criteria would you use to assess...?,4,Evaluate What do you think about . . .?,4,Evaluate What is part of this book did you like best. Tell why you like it?,4,Evaluate What is the most important...?,4,Evaluate Which of the following actions would probably be least effective in determining the answer?,4,Evaluate "Which of the two algorithms, bubblesort or quicksort, is more efficient? Justify your answer.",4,Evaluate Would you have liked to have had Cinderella for a sister? Explain why or why not.,4,Evaluate Write a list of criteria to judge the Willy raps.,4,Evaluate Revise the story and specify the type of audience that would enjoy this book.,4,Evaluate Estimate the epicentral coordinates of the earth-quake,4,Evaluate Estimate the risk of serious illness for consumers in different susceptible population groups,4,Evaluate Estimate expenditure on HIV/AIDS education,4,Evaluate Estimate the difficulty of the question,4,Evaluate Estimate roughly how long the collision process takes,4,Evaluate What do you think is the best thing about coming to Viestal?,4,Evaluate What do you think is the mass and why,4,Evaluate What do you think are the strengths of using integrated math in your program?,4,Evaluate Do you think that this statement conveys the idea that i am trying to portray,4,Evaluate How do you think the community should grow or change,4,Evaluate How Do You Think One Should Reason in Making Ethical Decisions in Business,4,Evaluate Can you tell me about the stages of grief according to Elisabeth Kübler-Ross?,0,Remember An infinitely long plane uniform plate is bounded by two parallel edges in the y direction and an end at right angles to them.,3,Analyze List out FIVE (5) ways how manufacturing and service companies have commitment toward the environmental friendly practices. ,0,Remember Write short notes on the structure of RNA. ,1,Understand A PIC 18 is connected to the 4MHz crystal oscillator.,2,Apply What are the file access methods?,0,Remember "Referring to the advertisement design below, evaluate the usage of Dominance and Unity in principles of design.",4,Evaluate A fair coin is tossed 64 times.,2,Apply What do you mean by Widmanstatten Structure?,0,Remember Design a spring for a balance to measure 0 to 1000 N over a scale of length 80 mm.,2,Apply Give the specifications and applications of SCR.,0,Remember Causes of Gear Tooth Failure explain in detail.,3,Analyze Describe the types of vibrators used for compaction of concrete.,0,Remember What are the causes of an earthquakes.,0,Remember What is Biomass?,0,Remember Explain the use of for loop with syntax and suitable programming example in Java.,1,Understand "Draw the band diagram of a reverse biased pn junction. With reference to the band diagram and charge carriers, explain why there is negligible current flow in the diode. ",1,Understand "The pre-planning stage of a lesson takes into consideration several factors. Name FIVE (5) external factors and briefly explain the importance of each of the factors. ",1,Understand Differentiate between Convective and local Accelerations.,3,Analyze Describe Packet format of IPv6 in detail with suitable diagram.,3,Analyze List FIVE (5) basic types of research.,0,Remember Give the mechanism of nitration of benzene.,2,Apply What is the significance of coating on the material properties?,0,Remember Determine the doping levels in the respective regions.,2,Apply How is the equilibrium constant K related to the standard free energy change?,3,Analyze Write a short note on bearing materials.,0,Remember Explain in detail the importance of preliminary geological exploration in civil engineering projects.,0,Remember Write short note on current boosting regulator.,1,Understand Derive formula for numerical differentiation of first order using Newton’s forward interpolation technique.,3,Analyze Explain in brief the direct screen stencil making process.,0,Remember "Using the process approach in writing composition, describe the activities you would carry out to write a composition entitled 'A visit to a zoo in a Form 1 class. ",1,Understand Define Usability.,0,Remember State and explain the working principle of the DC generator along with a diagram.,0,Remember Compare linear and switching mode power supply.,0,Remember Draw Production Possibilities Frontier and Trading Possibilities Frontier for China and Thailand. Clearly label the total output before specialization and total output after trade in the diagrams.,1,Understand Explain effective modular design with neat diagram.,3,Analyze Draw the ASM chart for the following state machine.,2,Apply What is configuration identification in SCM?,0,Remember List and explain various features of virtual 8086 mode.,0,Remember Explain model for network security.,0,Remember Explain Demand and supply curve.,1,Understand Describe the THREE (3) causes of concrete blister. ,1,Understand Explain transfer function of an AC servo motor with suitable diagram.,0,Remember What is Design?,0,Remember Illustrate the THREE (3) advantages of silicon over germanium. ,1,Understand Explain the representation of polynomial using GLL.,3,Analyze State the different applications of contour lines.,1,Understand A girder or uniform section and constant depth is freely supported over a span of 200 Centimeters.,2,Apply What is Decomposition Technique?,0,Remember Describe the historical development of wind turbine on global level.,0,Remember List the SEVEN (7) stages of the development process of a building project. ,0,Remember Draw and discuss the bimetallic thermometer.,1,Understand Explain in detail pipeline performance.,1,Understand Describe the circumstances when tertiary treatment of wastewater is necessary. ,1,Understand Calculate the average holding and setup cost per year. ,2,Apply """The bullwhip measure can be used to analyze supply chains. Nevertheless, inaccurate measures taken in addressing variance amplification can have ramifications"". Explain this statement. ",1,Understand Explain the working o single-phase full wave centre tapped rectifier with pure resistive laod.,0,Remember State the different patterns of counter showing natural features.,1,Understand Explain the possible flow patterns in the culvert depending on the level of the rain water in the car park and the drain channel. ,1,Understand Use minimum 8 functions of Deque STL.,3,Analyze Evaluate 1 2 01dx x using Trapezoidal rule taking h = 1 4.,2,Apply Explore the role of various fields in Page Level Protection.,0,Remember Explain construction and working of RVDT with neat diagram.,1,Understand Elaborate the term of national income as used in building economics.,1,Understand Write short note on IEEE 802.,0,Remember What are fractals?,0,Remember What is SMPS? Explain working principle of it.,0,Remember Show that the vector Field.,4,Evaluate State Lambert and Beer laws and derive the combined law equation.,3,Analyze Describe how soils are involved in the greenhouse effects. ,1,Understand How folds are developed?,1,Understand What is meant by multicore architecture?,0,Remember Discuss in detail preliminary geological work on dam and reservoir.,0,Remember What are the variants of recursion.,0,Remember With suitable diagram explain constructional details of 3 phase slipring induction motor,0,Remember How Basic Arithmetic operations are performed using ALU IC 74181?,2,Apply Explain the use of BSR mode of 8255.,1,Understand State the Characteristics of contour lines?,0,Remember Discuss “Swedish Slip Circle Method” for stability analysis of finite slope.,0,Remember State TWO (2) subsystems of AIS. ,0,Remember What is Remote sensing?,0,Remember What is the necessity of ventilation and explain types of ventilation?,1,Understand Draw and explain block diagram of SMPS.,1,Understand Find the inverse Laplace transform of given network given F( s).,2,Apply National income can be calculated using three approaches. State the THREE (3) approaches.,0,Remember "As a project manager, you are evaluating the building design for its compliance to intended function as a private college accommodating over 2000 students. Analyze the problems and propose the building performance to meet these functions. ",5,Create Explain 1860 with block diagram.,1,Understand Explain qualitative and quantitative data.,0,Remember Explain why a sustained inflation is a purely monetary phenomenon and cannot exist without the cooperation of the Bank Negara Malaysia (BNM). ,1,Understand Explain different methods to handle multiple interrupt request.,1,Understand List various types of flow control valve.,2,Apply What is Sub Zero Treatment and why is it necessary?,0,Remember Write a short note on control system and electronics.,0,Remember Explain Landslides causes and remedial measures.,1,Understand Explain Soft and hard solder.,1,Understand What is BGP?,0,Remember Explain the function of International Monetary Fund (IMF). ,1,Understand List the advantages and disadvantages of FM over AM.,0,Remember Barbie Dolls have been banned in some of countries. Provide FOUR (4) countries and evaluate the reason behind the ban. ,4,Evaluate "The Malaysian economy is currently operating at the natural level of output. In order to be a high-income country in 2020, government of Malaysia decides to increase the government spending. Discuss the effects of the event on the price level, unemployment and output in the long run and short run in Malaysia with appropriate diagrams.",1,Understand Describe the historical development of wind turbine on Indian level.,0,Remember Depict the figure showing he feeder pathways for glycolysis.,0,Remember Describe Logical Programming.,0,Remember State and prove sampling theorem with suitable waveform and mathematical expression?,3,Analyze Define graphic design and product design. ,0,Remember Describe V AT Polymerization process in short.,0,Remember Explain and differentiate between TWO types of aggregations when colloidal particles are unstable. ,3,Analyze Define Draft tube.,0,Remember What is perspective projection?,0,Remember State following statements are True of False.,0,Remember "Write recursive function for in-order, pre-order and post-order traversal of Binary tree.",2,Apply Define transducer and state detailed classification of transducers.,0,Remember A badminton hall to be provided with a lighting installation.,2,Apply What is Template?,0,Remember Show that the wavefunction of a free particle is a plane wave. ,2,Apply Draw and explain the ARM family core architecture?,3,Analyze What is MOD counter ?,0,Remember Explain Calorific Value.,0,Remember What is File?,0,Remember Explain fiber reinforced composites and particle reinforced composites.,0,Remember """Firms can use existing brand names or create new brands on the internet"". Evaluate the above statement. ",4,Evaluate Write a short note on Saytzeff rule.,3,Analyze State the necessary conditions for parallel operation of transformers.,0,Remember Describe MOST with suitable illustration.,0,Remember Explain the properties of instantaneous centre of rotation.,3,Analyze Explain Kinematic modeling in Virtual Reality.,3,Analyze "The correlation between the S&P 500 index fund and the emerging market fund is zero. Consider portfolio A, which consists of 80% of the S&P index fund and 20% of the emerging-market fund. Calculate portfolio A's expected return and standard deviation. ",2,Apply What are Pumps and Compressor used in Hydraulic and Pneumatic Systems?,0,Remember Illustrate with example the FOUR (4) advantages of photography. ,1,Understand Enlist different names of satellite and state features of any two of them.,0,Remember Define economic threshold and its use. ,1,Understand Construct the binary search tree (BST) from the following elements.,2,Apply Evaluate the first and second derivative of √x at x=15 from the following data,2,Apply Draw & explain the working principle of bubble type level measurement. State the equation for it.,0,Remember Derive the relation between maximum permissible tension and centrifugal tension in belt so that it can transmit maximum power.,3,Analyze Describe the TWO (2) conditions that lead to bank failures. Provide the examples of bank failures that happened in the past with a specific time frame. ,1,Understand A centrifugal pump having outer diameter equal to two times the inner diameter and running at 1000 r.,2,Apply Derive the torque equation of DC motor with usual notations.,3,Analyze Explain the different conditions for spontaneity by using Gibbs free energy.,3,Analyze How wind and ice loading affect the presence of sag.,1,Understand Sketch and label the section of the ground floor slab. Explain the purpose of each labelled component. ,2,Apply Predict the effects of excess application of nitrogen fertilizer into the soil. ,1,Understand Explain how the verticality of tall building is checked?,2,Apply Draw and explain the working of a Digital kilo watt Hour Meter.,0,Remember Derive the expression for loop inductance of single phase overhead lines.,3,Analyze "Solve the one dimensional heat equation 2 2y uktx subject to conditions. i) u is finite .t ii) u (0, t) = 0, iii) u(, t) = 0, iv) u( x, 0) = x – x2 0.x",2,Apply Draw and explain magnetization curve for a ferromagnetic material and hence define with uints,0,Remember What are pipeline hagards?,0,Remember "With the aid of a diagram, briefly show how the width of a FinFET is estimated.",2,Apply Define exception.,0,Remember Classify insulating materials and hence write properties and applications of any two materials from Class C type.,1,Understand "In their efforts to achieve their macroeconomic objectives, all governments, regardless of political persuasion, employ the same types of policy instrument. Discuss.",1,Understand What are elastic pressure transducers?,0,Remember Write short note on stainless steel?,0,Remember Explain the page translation process in 80386.,3,Analyze Write algorithms to create and delete a segment.,0,Remember "Suppose milk and yogurt are within Sophie's budget and she views yogurt as an inferior good. Using indifference curve and budget line, explain the substitution, income and total effects when the price of yogurt falls. ",2,Apply Draw a diagram to illustrate the Edman degradation reaction in protein sequencing. Describe some potential complications during Edman degradation protein sequencing. ,1,Understand Explain file attributes.,0,Remember Describe the construction of foil type strain gauges and explain their advantages over wire wound strain gauge.,3,Analyze Draw and label an activity temperature profile for mesophilic and thermophilic enzymes. Provide explanation to this phenomenon.,1,Understand Describe consumer behaviour. ,0,Remember "Mr. Vilas brough an air-conditioner for Rs. 20,000; he paid tax of Rs. 2,000 and Rs. 200 for trnsport. If he sold it to a customer forRs. 22,500, what is the percentage profit or loss?",2,Apply Explain the following in relation with filters.,0,Remember Banker’s algorithm is used for deadlock avoidance. Explain.,0,Remember What are the requirements for Linux system administrator?,0,Remember Implement a full-adder using Demultiplexer.,2,Apply What do you mean by Earned Value Analysis?,0,Remember "SUBWAY brand is the world's largest submarine sandwich chain with more than 44,000 locations around the world. This November, Subway is introducing two new combos as in the image provided below. Propose a rough layout of a poster to promote these new combos. ",5,Create Explain briefly the media usage in advertising effectiveness. ,1,Understand What is the purpose of Leaky bucket and token bucket algorithms?,0,Remember Explain the working of full wave precision rectifier with neat diagrams.,1,Understand A Rankine cycle operates between pressure of 80 bar and 0.,2,Apply What is runtime polymorphism?,0,Remember How does the falling and rolling ball viscometer used to measure the viscosity?,2,Apply Explain the concept of Available and Unavailable energy.,0,Remember What is stream?,0,Remember Evaluate ()11 00xyd x d y + using Simpsons 1/3rd rule with h=k=1/2,2,Apply Index for 87 divisions by compound indexing using following Brown and Sharpe Plate.,2,Apply Compute the intensity of active earth pressure at a depth of 8 m in dry cohesionless sand with an angle of internal friction 300 and unit weight of 18 kN/m3.,2,Apply What are the rules for overloading operators?,0,Remember Differentiate between Reciprocating and Rotary Compressors.,3,Analyze "In a BJT, the width of the base quasineutral region has to be small compared to the minority carrier diffusion length. Explain why this is important ",1,Understand Give the Dirichlet conditions for Continuous time Fourier Series.,0,Remember Explain process reaction curve tuning method in detail.,0,Remember Illustrate the following Map methods with an example.,1,Understand A tacheometer with analystic lens.Having the multiplying constant 100 was used and the following observations were made on staff held vertical.,2,Apply Explain any one method of viscosity measurement.,0,Remember Explain mechanism of universal indexing head.,0,Remember Evaluate .,4,Evaluate Explain the construction and working principle of universal motor.,1,Understand A solution was prepared by dissolving certain amount of compound in 31.,2,Apply Explain working of Ports in 8051 microcontroller.,1,Understand Analyse the bent shown in figure 4 by slope deflection method.,3,Analyze Explain casement window in detail.,1,Understand Give basic definition of Y parameters explain why Y parameters are called short circuit admittance parameters.,0,Remember Draw the architecture of 8086. And enlist the features of it.,0,Remember Briefly describe how poultry sexing is commonly carried out in a hatchery. ,1,Understand Sketch a diagram to illustrate the activities and products in the construction industry. ,2,Apply Explain the differences between forward and futures contract. ,1,Understand The design rules are usually described in TWO (2) ways. Describe these TWO (2) ways. ,1,Understand What are types of condensation?,0,Remember Derive expression for the pressure drop for a steady laminar flow through circular pipe.,3,Analyze What do you mean by spontaneous magnetization?,0,Remember Differentiate between “trial pits' and 'boreholes”. ,3,Analyze Define put-call parity. Discuss its implications and how arbitrageurs could take advantage of arbitrage opportunities for both options. ,1,Understand Describe the operation of timer 555 with suitable block diagram.,0,Remember A 300 volt DC Shunt motor has armature resistance of 0.,2,Apply Define software testing?,0,Remember Explain a ‘C’ function to insert node in BST (Binary Search Tree).,2,Apply Explain seismic waves in detail.,0,Remember All partition walls are of 150 mm thick.,2,Apply "Besides silicon and germanium, name ONE (1) other material that can be used as the substrate of a transistor. ",1,Understand Describe price feedback effect by using relevant example.,1,Understand Define stack as an ADT.,0,Remember What is logic family?,0,Remember "Explain how the ionic, metallic, covalent, and mixed states solids are formed. Give an example of each solid and compare the electrical conductivity of the four types of solid. ",1,Understand Compare Linear V oltage regulators with SMPS.,3,Analyze Assuming that the diameters of 1000 brass plugs taken consecutively from a machine form a normal distribution with mean 0.,2,Apply What are types of acceleration?,0,Remember With the help of diagram explain the diesel power plant.,1,Understand Describe Adaptive Delta modulation with neat diagram.,1,Understand Explain file functions for text file and binary file operations.,0,Remember Explain THREE (3) purposes of architectural drawings to architects and other parties in the construction team. ,1,Understand Identify FOUR (4) factors that influence consumer behaviour. ,0,Remember Explain the necessity of providing fire protection system in building.,0,Remember Define and explain the following op-Amppovameter,0,Remember What do you mean by triangulation and trilateration in geodetic survey?,0,Remember Define terms.,1,Understand What is a solar collector?,0,Remember Write short note on lamination methods.,0,Remember Analyze SIX (6) types of modern construction problems as to how they negatively impact the various building functions. ,3,Analyze Outline the FIVE (5) options marketers have when it comes to Agency Selection. ,1,Understand Describe with neat diagram molecular machines.,1,Understand Design an adjustable voltage regulator using LM317 for output voltage 1.,2,Apply Explain following pins of 8051.,1,Understand Draw and explain IPV4 header format.,0,Remember A T section with 200 mm X 50 mm and web 200 mm X 50 mm as shown in figure 1 is subjected to vertical shear force of 200 KN.,2,Apply Enlist the feature of the Programmable Interrupt Controller Intel 82C59A.,0,Remember A thermos flask with evacuated space to reduce the heat losses having surfaces facing each other of emissivity 0.,2,Apply "As an educator, evaluate FIVE (5) advantages and FIVE (5) disadvantages of using technology in education. ",4,Evaluate List and briefly describe the FOUR soil forming processes. ,1,Understand The breakdown voltage of the gaseous insulating material experiment was carried out at the material science laboratory.,2,Apply Explain working of single phase half wave rectifier with RL load.,0,Remember Support your answers with ONE (1) example in everyday life for EACH perspective. ,4,Evaluate Elaborate on the design and production process including the rational and economic use of resources that influence the development of a building. ,1,Understand Explain with neat sketch battery ignition system.,0,Remember Draw and explain operational model of network security.,0,Remember "Company directors remain the most important group of people who monitor and control the company on behalf of the shareholders. Explain the SIX (6) roles of company directors.",1,Understand An axial pull of 25 kN along with a shear force of 20 kN is applied to a circular bar of 20 mm diameter.,2,Apply Calculate first four moments about the mean of the following distribution.,2,Apply Suggest a technique that can overcome the problem of non-reusability for industrial enzyme applications. ,5,Create Define functional dependency.,0,Remember Enlist features of a good hash function.,0,Remember Give the composition of duralumin.,0,Remember A 230 V DC shunt motor runs at 800 rpm and takes armature current of 50 A.,2,Apply Construct the binary search tree (BST) from the following elements:,2,Apply Identify FIVE (5) strategies to make hypermarket retail layout to be more attractive in responding to customers' various shopping behaviors.,1,Understand "In a table, list EIGHT differences between GenBank and RefSeq DNA sequences. ",1,Understand What is Mutual Exclusion?,0,Remember Write a short note on topological sorting.,2,Apply List the steps involved in programming PIC microcontroller in capture mode.,0,Remember Explain typical connections of 78XX and 79XX regulators with circuit diagram.,0,Remember Write one important feature and an application each of the following motors.,0,Remember Explain the TSS descriptor and its role in multitasking.,3,Analyze Describe the objective and classification of triangulation survey.,1,Understand What are the different types of Financial Analysis?,0,Remember Short term and long term incentives have their own merits in promoting corporate performance. Compare and contrast the problems associated with both short term and long term incentives. ,3,Analyze Identify THREE (3) types of securities that are issued by Malaysian government. Explain each in detail. ,1,Understand Elaborate on detectors used in AC bridges.,2,Apply For the configuration shown in the following fig.,2,Apply What is template?,0,Remember What is the need of hidden surface algorithm?,0,Remember "Explain in detail the working of dynamometer types wattmeter with a neat diagram. Also, state its advantages and disadvantages.",0,Remember Summarize different access controls in Java.,0,Remember Explain the working principle of McLeod low pressure vacuum gauge. With neat sketch.,0,Remember Show that the vector field.,4,Evaluate Discuss the best practices to reduce construction demolition and waste for sustainability. ,1,Understand Illustrate the effect of an expansionary monetary policy. Justify your answer with an appropriate diagram. ,4,Evaluate How pressure regulation is done pneumatic circuits?,0,Remember "You attempt to purify a single protein X from a complex mixture of proteins. Protein X has a large number of aspartic and glutamic acid residues and no lysine, arginine or histidine residues. Suggest and explain a method to elute protein X from the column. ",5,Create What is ADT?,0,Remember What are the factors that must be considered for deciding the instruction length.,1,Understand "Discuss in detail the Sharpe, Treynor, and Jensen measures of portfolio performance evaluation, by identifying the situations in which each measure is the most appropriate measure. ",2,Apply List the SEVEN (7) factors to be considered in the method of excavation and timbering. ,0,Remember "Within an organization, each employee holds different roles in the informal communication networks. Explain any FOUR (4) roles with an example for each role. ",2,Apply Mass media regularly use women in the mediuin of marketing and advertising. Discuss the possible negative consequences for various segments of the population and society. ,1,Understand Explain indexed sequential file organization.,0,Remember Describe and sketch the THREE (3) types of brick bonding. ,2,Apply State and explain rules of inference.,0,Remember Define :,0,Remember The internet is ideal for gathering people from all corners of the globe into communities with similar interests and tasks. Recommend THREE (3) ways that can be used to target online communities. ,5,Create Explain the principle of autoclaving with its applications.,3,Analyze List and explain various features of virtual 8086 Mode.,0,Remember Explain various process management system calls in Linux with example.,0,Remember "List FIVE (5) suggestions on how Malaysian public listed company director in Malaysia can perform 'Duty to use Reasonable Care, Skill & Diligence'. ",0,Remember A rectangular beam of breadth 100 mm and depth 200 mm is simply supported over a span of 4 m.,2,Apply What are the salient features of engineering student's hostel building?,0,Remember Derive Lagrange’s Interpolation formula for unequally spaced data points.,3,Analyze Differentiate between Gibbs adsorption equation and dynamic surface tension in the study of adsorption at interfaces. ,3,Analyze Name FOUR enzymes in DNA replication and state their functions. ,1,Understand Write a note on SRAM.,0,Remember What is meant by back emf in DC motor? State the equation of back emf. Also explain how back emf acts as a regulating mechanism whenload on DC motor changes.,0,Remember Derive an expression for LMTD for parallel flow heat exchanger with neat sketch.,3,Analyze Explain a ‘C’ function to Insert a number in doubly linked list.,2,Apply Enlist and draw different types of polygon?,0,Remember What is RTD?,0,Remember Define following terms,0,Remember How packaging is providing protection to product from biological effects.,3,Analyze Explain the behaviour of ferromagnetic material under curie temperature.,0,Remember In an engine mechanism as shown in figure.,4,Evaluate Derive the expression for armature torque developed in a DC motor.,3,Analyze Explain the features of LISP programming.,0,Remember Suppose the two countries wish to specialize and trade. Specifically determine and explain which country enjoys comparative advantage in the production of sugar cane and blue agave. ,2,Apply Explain quick sort algorithm with suitable example.,3,Analyze What is tree structured directory?,0,Remember What are the parameters considered for writing a good defect report?,0,Remember Obtain regression lines for the following data.,3,Analyze A four pole lap wound DC motor has 540 conductors.,2,Apply Write a short note on capacity control of compressors.,0,Remember Describe the properties and application of the following materials.,1,Understand Differentiate between Symmetric and Asymmetric Key Cryptography.,3,Analyze List and explain the FIVE (5) institutional structures that can promote and sustained economic growth. ,1,Understand Explain the types of HMI.,0,Remember The crank of an engine is 200 mm long and the ratio of connecting rod length to the crank radius is 4.,2,Apply Mr.,2,Apply What is LANDSLIDE?,0,Remember Draw & explain TCON register.,0,Remember Explain the following operations performed on lathe with suitable sketch.,3,Analyze Define briefly the role of marketing in advertising effectiveness. ,0,Remember What are Electroactive Polymers?,0,Remember "With the neat diagram, explain the working operation of 4-bit SISO.",0,Remember Which raw materials are used for manufacture of nitrogeneous fertilizers produced from Ammonia.,0,Remember Explain electronic energy meter with a neat diagram.,0,Remember Explain in brief the mesh selection criteria for screen printing applications.,2,Apply Write in details FIVE (5) phases of design process.,1,Understand Compare pulse Amplitude modulation and pulse position modulation.,3,Analyze With suitable circuit diagram and phasor diagram explain one wattmeter method for measurement of reactive power.,0,Remember State and explain basic components of ASM chart.,2,Apply Explain low drop out regulator with neat diagram in detail.,0,Remember "Find the directional derivative of xy yz xzφ=++ at (1, 1, 1) along line 111 212x yz −−−== .",2,Apply "Based on your knowledge on the physics of semiconductors, evaluate the limit for the minimum feature size of silicon MOSFET.",4,Evaluate Write a short note on survey for drainage line work?,0,Remember What are the advantages of digital instruments over analog instruments.,1,Understand What is Exception handing? How to handle Exception in Java?,0,Remember What is aliasing? How can it be avoided.,0,Remember Differentiate between Microscopy and Macroscopy.,3,Analyze Provide FOUR (4) reasons of using aggregate in concrete production. ,1,Understand What improvements needs to be done for packaging waste.,4,Evaluate Elaborate THREE (3) channels of the transmission process for monetary policy. ,1,Understand Explain the working of circular queue.,0,Remember Define package used in Java.,0,Remember Suggest FOUR (4) recommendations in dealing with intersexes. ,5,Create What is a doubly linked list?,0,Remember Explain the function of 78XX and 79XX voltage regulator.,1,Understand What is instruction hazard?,0,Remember Describe the assumptions of monopolistic competitive market.,1,Understand List the features of 8086 microprocessor.,0,Remember "KOMUGI offers a deliciously authentic variety of handmade Japanese breads, cakes and confectioneries. In 23th December 2017, KOMUGI will launch its first outlets in Perak which will be located in Jusco Kinta City, Ipoh. Your client KOMUGI would like to run a coupon promotion for perakian. Design a creative coupon with catchy messages, slogans and offers to attract the perakian. ",5,Create Identify FOUR (4) major crisis variables in organizing and analyzing crisis evolution data. Support your answer with explanation and ONE (1) example for each variable. ,1,Understand State and explain types of belts.,0,Remember Explain static and dynamic tree tables with suitable example.,3,Analyze Draw and explain block diagram of 8051 in detail.,1,Understand A hollow circular shaft has external and internal diameter as 100 mm and 60 mm respectively.,2,Apply Differentiate between Putlog and Independent Scaffold. ,3,Analyze Explain the Media Richness Model. Use the model to discuss how managers can pick the best channel in communicating with staff and support your discussion with a scenario. ,4,Evaluate State the advantage of applying each step in the purification scheme. ,1,Understand State various materials used in reinforcement of plastics.,0,Remember Define pyrolysis and cracking in petroleum refining process.,2,Apply Identify any FIVE (5) significances of nonverbal communication in organization. ,0,Remember Enlist any four types of flooring.,0,Remember What is DMA?,0,Remember Money growth is always interrelated with inflation phenomenon. Explain how the growth of money will affect the economy when the economy is operating at the full capacity. Illustrate by using an appropriate diagram.,3,Analyze What is SCM?,0,Remember Explain the Bezier curve.,3,Analyze Derive an expression of velocity and shear stress distribution for laminar flow between fixed parallel plates.,3,Analyze Describe the THREE (3) roles for social media in branding.,0,Remember Apply the block digram reduction rules to reduce the following system into canonical form and determine its control ratio.,0,Remember Assume that Japan is currently operating at the natural level of output. Investor is optimistic about the future due to the outstanding performance in the stock market. Explain the effect of event to the price level and output level in the short run and long run in Japan by using an appropriate diagram.,1,Understand "In maintaining concrete quality, identify SEVEN (7) good practices on site. ",0,Remember An infinite slope is made of clay with the following properties:,2,Apply What are the salient features of vegetable market building.,0,Remember What is Inheritance?,0,Remember Discuss following terms.,0,Remember Find the Laplace Transform and ROC of Unit Step function and Unit Ramp function.,3,Analyze Name the four different types of interactions involved in building the tertiary structure of proteins and give one denaturing agent for each.,1,Understand Explain FOUR (4) benefits of using Digital-Out-Of-Home in advertising. ,1,Understand Write short note on external sort.,0,Remember Explain in brief reactions involved in manufacture of silicone rubbers with mechanisms.,2,Apply Give dimensionless numbers in case of natural and forced convection.,0,Remember Banks act as an important institution in the financial system. Briefly explain what a bank run is and provide THREE (3) causes that lead to its occurrence. ,1,Understand Explain Network stability.,0,Remember List TEN (10) components of an effective crisis communication plan.,1,Understand Explain in brief the exposure time calculation method for screen stencil making process.,0,Remember Write a note on User Interface Design.,0,Remember Discuss in detail with a case history how geological investigations have helped for proper site of Dam.,3,Analyze "Construct a DNA based cladogram using neighbour-joining approach, and suggest the relationship of S, M, and D species. ",5,Create Describe the basic Qlassic inspection tools used and how they are used to detect the various types of defects for their assessment of quality.,1,Understand Explain Intel i860 processor with block diagram.,0,Remember Propose TWO (2) strategies that a minority opinion can overtake the majority and be accepted. ,5,Create How are polymers classified on the basis of their structure?,0,Remember Discuss the different types of threads used in power screw.,0,Remember Draw a block diagram of electronic energy meter and explain how it operates.,1,Understand Write short note on Self Lubricated Bearing.,1,Understand A concentrated load of 25 kN acts on the surface of homogenous soil mass of large extent. Find the stress intensity at a depth of 8 m by usingBoussinesq’s theory at a horizontal distance of 2.5 m.,2,Apply Draw and explain V to I convertor.,0,Remember Describe how accurate mass spectrometry could be applied to determine if a small protein contains a pair of disulfide-bonded cysteine residue or two reduced cysteine residues. Explain how you can confirm your finding. ,3,Analyze Illustrate Ziegler Nichols close loop tuning method in detail.,1,Understand Discuss the methods of synthesis of furan and pyrrole.,3,Analyze Comment on flashing in brief and suggest the suitable method used to reduce it.,1,Understand Explain Shell and Tube heat exchanger in detail with neat sketch.,3,Analyze The results of measurements of electric resistance R of a copper bar at various temperature are listed below.,3,Analyze State and discuss the approach as prescribed in Malaysian Code on Corporate Governance (MCCG) 2017. ,1,Understand Explain the concept of current boosting with necessary diagram.,0,Remember Explain the instruction Formats in 8086 with examples of suitable instructions. What is Operand? Enlist types of operands.,0,Remember The first four moments of distribution about working mean 3.,2,Apply What is interface in java?,0,Remember Define Aquifers. Explain in short the types of aquifers.,0,Remember Describe Exception.,0,Remember Interface DAC 0808 with 8051 Microcontroller.,2,Apply Washer with 12 mm internal hole and 25 mm outside diameter is to be made from a strip of 1 .,2,Apply What is page replacement in operating systems?,0,Remember Give any two points of comparison between LAP winding and WA VE winding for DC machine.,0,Remember What is halftone and how it is created.,0,Remember "Discuss the role of an infomediary in the online distribution system and evaluate the benefits of this type of distribution system to the consumer, infomediary and advertiser. ",4,Evaluate "Calculate Treynor's measure for AOV's Portfolio and the market. Compare the TWO (2) measures, and assess the performance of the AOV's portfolio during the year just ended. ",2,Apply Define the functions of Type Checking and Limit Checking in protection.,0,Remember Explain the construction of three phase induction motor?,0,Remember "Compare and contrast the properties of clay brick and calcium silicate brick in terms of crushing strength, moisture movement, durability, appearance, fire resistance, colour, texture, sound and thermal insulation. ",3,Analyze Give detail classification of measuring instruments.,0,Remember Explain whether using women as sexual objects can grab the viewer's attention and lend to interest to a product or service. ,1,Understand Write a program in C language assign highest priority to INT 1 interrupt.,2,Apply List FIVE (5) guidelines for spokesperson to follow during the media interview. ,0,Remember Give any four examples of Industrial Programming Language.,0,Remember Write a program that returns the size in bytes of a program entered on the command line.,3,Analyze What are different types of ICR?,0,Remember What is Socket?,0,Remember "State, define and list the advantage(s) and disadvantage(s) of the THREE animal selection methods for multiple traits. ",1,Understand What do you mean by recursive function?,0,Remember What are the problems of managing data resources in a traditional file environment?,0,Remember Draw a neat labeled sketch of semicircular - arch and show:,2,Apply List the application of microprogramming.,0,Remember Consider the following processes arrival time and burst time are as shown.,2,Apply Briefly explain why formation of solid forms in final product such as glasses and bottles in glass industry is a disadvantage. ,1,Understand Which are various functional units of microprocessors?,0,Remember Illustrate Blake and Mouton's Managerial Grid leadership styles using a diagram. Explain each of the management style identified. ,1,Understand Explain working of vertical type wind turbine with neat diagram.,0,Remember "Illustrate with a labelled drawing the pathway of nitrate assimilation in leaf mesophyll cells. In your answer, discuss the origin of nitrate that is available to the mesophyll cells, the energy requirements of nitrate assimilation, the end products, and the fate of unassimilated nitrate. ",1,Understand Analyze the beam shown in figure 1 by slope deflection method and draw BMD.,3,Analyze Explain what are factors to be consider for selecetion of span length hence state factors affecting sag of transmission line.,3,Analyze What is the transformation?,0,Remember Calculate the equilibrium level of output for four sectors economy with taxes. ,2,Apply Find Fourier Transform of ()xfx e−= .,2,Apply Compare late binding & early binding.,0,Remember Explain the FIVE (5) stages of organizational conflict according to Pondy's (1967) model. ,1,Understand Compare SMTP and HTTP.,3,Analyze Sketch the polar plot for.,3,Analyze Identify FIVE (5) points on how social media can be utilized by the organization during a crisis. Elaborate your answers with explanation for each point. ,1,Understand A cantilever of length 3 m is carrying a point load of 25 KN at the free end.,2,Apply Ethylene Oxide is produce from oxidation of ethylene.,0,Remember Describe and explain the various methods used for gene transfer to plant cells.,3,Analyze What is Precipitation titration?,0,Remember Draw and explain the general descriptor format available in various descriptor tables.,3,Analyze "A string stretched and fastened between two points L a part. Motion is started by displacing the string in the form y = a sin Lx from which it is released at time t = 0. Find the displacement ,.yxt",2,Apply Explain in brief what is Lissajous pattern?,0,Remember Explain the concept of Transaction.,0,Remember Explain demand and supply curve and factors affecting on it.,0,Remember Mention various features of AT mega 328P.,0,Remember Describe the applications of mild steel in construction. ,1,Understand If ten percent of a articles from a certain machine are defective.,4,Evaluate Enlist the steps of protein digestion and absorption in stomach and intestine.,0,Remember Explain Frame Representation with its merits and demerits.,0,Remember List and briefly describe FOUR (4) types of secondary equity markets. ,0,Remember A pipe of 110 mm diameter is carrying water. If the velocities at the pipe center and 30 mm from the pipe centre are 2.1 m/s and 1.6 m/srespectively and flow in the pipe is turbulent. Calculate the shear frictionvelocity and wall shearing stress.,2,Apply "Determine normal, tangential and resultant stresses on a plane at 25º with major principal plane. The principal stresses of 120 MPa tensile onmajor principal plane and 50 MPa compressive on minor principal planeare acting at a point on the member.",2,Apply What is namespace? To demonstrate namespace with example.,0,Remember Elaborate the impact of usage of EV on power grid.,0,Remember What do you meant by retrofitting of concrete and explain use of fiber reinforced polymer concrete for retrofitting.,0,Remember Explain RIP message format in detail.,3,Analyze Name TWO (2) types of laboratory tests. ,0,Remember Draw and Explain Timer counter of 8051 in detail.,1,Understand Briefly explain any TWO (2) security objectives of audit trails. ,1,Understand "Maslow's hierarchy of needs was developed by Abraham Maslow, a specialist in human behavioural psychology. The hierarchy was first developed to help explain the connection between basic human needs and human desires. Distinguish the hierarchy with appropriate example. ",3,Analyze Explain in detail Microprogram Sequencing.,1,Understand Define organizational culture according to Schein (1990). ,0,Remember Explain in detail concept of maximum heat flux and critical temperature drop.,3,Analyze Explain concept of Interface and implementation in detail with example.,1,Understand What is ADT? Explain stack as an ADT.,0,Remember Identify THREE (3) types of mortar used in wall construction. ,1,Understand Explain Steps to receive Data Serially in 8051 microcontroller.,0,Remember "Marketers theorize that just as humans pass through stages in life from infancy to old age, products also pass through a product life cycle. Explain all FOUR (4) stages of a product life cycle. ",1,Understand "List the five groupings of amino acids based on the R groups, Give one example for each group. ",1,Understand Explain Friend function with example.,0,Remember What is microprocessor?,0,Remember Comment on cavitation in brief and suggest the method to reduce it.,1,Understand A river is 80m wide. The depth d in meters at a distance x meters from one bank is given in the following table,2,Apply Explain the supercharging with neat sketch.,0,Remember Identify SIX (6) factors to be considered when designing layout. ,0,Remember Design 2 bit synchronous up counter using MS JK flipflop.,0,Remember What are various types of air conditioning systems?,0,Remember A cup of 60 mm diameter 60 mm and height is to be drawn from 1 mm thick cold rolled steel with tensile strength 410 MPa.,2,Apply Explain functional units of computer.,0,Remember Enlist the various benefits of EV A to any project.,1,Understand What are types of phase diagram?,0,Remember Explain why higher rates of nitrogen might be required for no tillage compared to conventional tillage. ,1,Understand Assess THREE (3) brain structures that are associated with the language / speech function. Elaborate your answers with example. ,4,Evaluate Managing and engaging stakeholders have gained important grounds in corporate decision making. Provide your justifications for companies to adopt stakeholder model. ,1,Understand State the following properties of CTFT.,1,Understand State the classification and applications of Photogrammetry in surveying?,0,Remember "In a table form, state the advantages and disadvantages of X-ray crystallography and nuclear magnetic resonance in elucidating the three dimensional structure of proteins. ",1,Understand Explain the advantages of HMI.,0,Remember Give the property of line insulator and explain anyone.,0,Remember Explain the importance of visual in a poster design. ,1,Understand Write a program to create files using constructor function.,0,Remember Design a practical integrator with input signal of 2VPP and cutoff frequency of 2.5 kHz. for DC voltage gain to 10.,2,Apply Discuss the importance of Philip Crosby's suggestion on “do it right the first time” by manufacturing company. ,1,Understand Explain three (3) ways in which JIT and quality are related. ,1,Understand What is significant depth and pressure bulb?,0,Remember Enterprise Application and explain with examples.,0,Remember A 250 V DC shunt motor with armature resistance of 0.,2,Apply Explain reading character and string from input console with suitable examples.,1,Understand Define bronze and explain in brief types of bronze with suitable examples.,0,Remember List out the properties of Continuous time Fourier Transform.,2,Apply Compare cycloidal and involute gear tooth profile.,3,Analyze National income accounting refers to a set of rules and techniques that are used to measure the national income of a country. Explain the EIGHT (8) reasons why national income accounting is important. ,1,Understand The foundation is the base on which a building rest and its purpose is to safely transfer the load of a building to a suitable subsoil. Identify the specified bearing loads and give the explanations for each bearing load.,1,Understand Construct the backward difference table for the following data.,2,Apply What are the limitations of Fourier series.,1,Understand Explain Coriolis Component of Acceleration.,1,Understand Explain on the Psychrometric Chart following Processes.,0,Remember A perfect die is thrown. Find the probability that,2,Apply What is basic principle of metal cutting?,0,Remember Write in short about dialysis and size exclusion chromatography.,0,Remember What is cohesion and coupling?,0,Remember Distinguish between hot and cold foil stamping.,3,Analyze Explain extrusion process for thermoplastic plastics.,0,Remember Derive an expression for the capacitance to neutral of a three phase line with equilateral spacing.,3,Analyze "Differentiate among “external wall', 'internal wall' and 'parapet'. ",3,Analyze Explain any two types of memories.,0,Remember Describe the electrokinetic phenomenon. ,1,Understand A DC Shunt motor develops output power of 7355 watt and runs at 700 rpm. It is connected across 400 volt DC supply and draws a current of23 Ampere. The mechanical and iron losses are 735.5 Watt.,2,Apply Write a short note on Velocity Profile optimization in DC Motor?,0,Remember Difference between Rankin cycle and Carnot cycle.,0,Remember Describe the block diagram of programmable IC 8253.,0,Remember Calculate the optimal size of the production run. ,2,Apply Suggest FOUR (4) strategies that facilitate early childhood development from the physiological psychology perspectives. Elaborate your answers with examples. ,5,Create Explain the factors for selection of motor for an EV .,0,Remember Determine the values of Cambodia's government spending multiplier in closed and open economy. Explain which multiplier has the greater impact on the Cambodia economy. ,2,Apply Define steel?,0,Remember Calculate the level of output Japan needs to achieve in order to maintain a balanced trade account. ,2,Apply Define the term 'Production Possibility Curve' as used in the timber and steel factory. ,0,Remember Compare under and over exposure and optimum exposure for screen stencil making process.,3,Analyze Explain how the wind pattern affects power generation in wind energy systems.,0,Remember State the significance of back emf in dc motor.,1,Understand Draw circuit diagram of first order wide band stop filter with its frequency response.,1,Understand "With the aid of diagrams, describe how the soil structure influences the rate of water leaching.",1,Understand Analyze FIVE (5) disadvantages of multimedia in education. ,3,Analyze Write short note on : Producer-consumer Problem.,0,Remember Write following C functions in SLL:,2,Apply "In your opinion, which parental group selected will give a higher gain in Kaseem's breeding programme. Show the calculation and justify your answer. ",4,Evaluate Explain working of IC 555 as astable multivibrator.,1,Understand Explain the working of Half wave Precision Rectifier with appropriate equations.,1,Understand List and explain THREE factors that are affecting microbial biodegradation rates of petroleum hydrocarbon. ,1,Understand What are the assumption of BET theory of adsorption?,0,Remember A pressure vessel is required to have a capacity of 20 m 3.,2,Apply What is adsorption isotherm?,0,Remember A fluid of viscosity 0.,0,Remember Find the slope of the free water surface in a rectangular channel of width 20m having depth of flow 6m.,2,Apply Explain theory of stadia tacheometry?,1,Understand What observations and precautions are necessary during Core Drilling for Preliminary Geological Exploration?,0,Remember Discusst the speedup and scaleup issue in parallelism with suitable diagram.,0,Remember Write note on stiffness method and write elements of displacement matrix for following figure.,0,Remember A pressure vessel having outer diameter 1.,0,Remember What do you mean by concrete mix design? What are the objectives in mix design?,0,Remember Name the enzyme commonly used to detect liver damage or muscle damage in clinical diagnosis.,0,Remember Draw the block diagram of IC PCL 565 and explain in detail.,0,Remember Enlist various linear methods of setting out curves and explain any one with sketch.,1,Understand Explain the terms.,1,Understand Determine shape factor for Circular section having diameter d in m.,3,Analyze Explain any two parallel Database System Architecture in detail.,0,Remember Describe in detial Read Only Memory (ROM).,0,Remember "A site is proposed for excavation of tunnel is A-B and M-N, which is passing through axis and limb region of fold respectively. Justify thesuitability of tunnel is such conditions.",3,Analyze How do you express the life of a bearing?,0,Remember The option's premium represents the price of the option that change over time. Discuss FOUR (4) factors that affecting premium of an option.,1,Understand Whta is Backface?,0,Remember What is Morphing and write the applications of Morphing.,0,Remember """An increase in the money supply will lead to an increase in the market equilibrium interest rate.” Comment and justify the above statement with an appropriate diagram. ",4,Evaluate Describe the classification of dyes on the basis of chemical structure.,1,Understand Define Mineral.,0,Remember Explain how memories are classified based on physical characteristics.,0,Remember Explain the working of a half-adder? Draw its logic diagram.,0,Remember Explain steps involved in the stability analysis of slopes by method of slices.,0,Remember Explain coriolis component of acceleration with neat sketch.,0,Remember State reactions take place in catalytic reforming process.,0,Remember Compare single phase HWR and single phase FWR.,0,Remember Explain the feedback compensator with example.,0,Remember Deleting and abridging are methods to modify instructional material when it is adapted. Illustrate both methods by adapting a short story to teach reading and writing skills to intermediate proficiency students.,1,Understand Find Laplace Transform of the waveform given in Fig No.,2,Apply Draw circuit diagram of practical integrator and explain its frequency response in detail.,1,Understand Show that   22 22 22ˆˆ ˆ Fi xy xz yx yz j zx zy k   is irrotational. Find scalar  such that F.,3,Analyze What are different data fragmentation techniques in distributed databases?,0,Remember What is risk identification?,0,Remember How landslides can be prevented?,2,Apply Explain the procedure for finding slope and deflection for a cantilever beam with a point load at free end Double integration method.,3,Analyze Explain different drainage conditions in triaxial test.,0,Remember Consider Following circular queue of characters and size 5.,2,Apply Explain the function of bit TF0 in TCON register and write a program in C language to start timer 0.,2,Apply Compare python list and linked lists.,0,Remember Write an algorithm of B tree deletion.,0,Remember Define Industrial Engineering and state its History and Development.,0,Remember What are the qualities of good drug?,0,Remember Explain theory of stadia tacheometry.,1,Understand A three phase transmission line has its conductors at the corner of equilateral triangle with side of 3 meter.,3,Analyze Describe the principles of a coupled enzyme assay. ,1,Understand State advantages and disadvantages of LFP Battery.,0,Remember Find the Inverse Fourier Transform using partial fraction expansion.,2,Apply Explain standalone renewable system with neat diagram.,1,Understand Explain Design issues of Super scalar processor.,1,Understand Explain with example:,0,Remember Describe Impressionism art style. ,0,Remember Explain objectives of cladding.,1,Understand Write a note on setting out a building?,0,Remember Write short note on nervous tissue.,0,Remember Identify FOUR (4) statements should be avoided by spokesperson as the representative of an organization during a press conference. Elaborate your answer with an example for each statement. ,1,Understand Write a program which demonstrate constructor with default arguments.,2,Apply Obtain the approximate equivalent circuit diagrams fo 3-ph induction motor step by step. Label it & state the meaning of each nomenclatureused.,0,Remember Explain all the elements of multimedia with examples. ,1,Understand What are the measure of query cost?,0,Remember Explain the concept of stream in Java?,1,Understand Briefly explain any TWO (2) advantages of real time data processing in the sales and cash receipt system. ,1,Understand "Explain FIVE (5) causes of ""glass ceiling by providing a relevant example for each cause. ",1,Understand State the following properties of CTFS.,0,Remember Define the transition state and activation energy in relation to catalytic power of an enzyme. ,1,Understand Describe the working principle of capacitive humidity sensors with diagram.,1,Understand Briefly explain how clay particles and soil organisms influence soil structure. ,1,Understand Define probability. Also write the properties of probability.,0,Remember State the following properties of DT fourier series.,0,Remember What are the different types of muscle tissues?,0,Remember "For any points which fall outside the curve, explain the combination of production for steel and bricks. ",1,Understand Find the maximum flow in the given network.,0,Remember "In all analysis methods, the effects of turbulence have to be modeled unless all the scales of motion are represented explicitly as in Direct Numerical Simulation (DNS). Explain why it is not practical to analyze flows in practical hydraulic engineering by DNS. ",1,Understand List the various method of conversion compare them and which one is fastest.,0,Remember Explain any 3 Welding defects along with remedies.,0,Remember Two tangents intersects at a chain age of 150.5 m the intersection angle 150° calculate the following quantities for setting out all curves of radius 100m .,2,Apply Explain the various modes of heat transfer with suitable real life examples.,0,Remember "Using an appropriate example, describe how competitive ELISA works. ",1,Understand Explain the working of Electronic Ignition system with neat sketch.,1,Understand Determine the z parameters for the circuit shown in Fig.,2,Apply Write program to handle primitive data types in file handling.,2,Apply Find the driving point impedance Z11 (s) for the network shown in Fig. 10,2,Apply Discuss why the fertility program for potted plants is different from field crops. ,1,Understand What is buffer register?,0,Remember Describe in brief any one method for the speed control of a three phase induction motor.,0,Remember Explain the working principle of practical integrator circuit with neat circuit diagram and derivation of output equation.,1,Understand Compare diode rectifier with precision rectifier.,3,Analyze The diameter of an impeller of a centrifugal pump at inlet and outlet are 300 mm and 600 mm respectively.,2,Apply "Among 64 off springs of a certain cross between European horses 34 were red, 10 were black and 20 were white. According to a genetic model these numbers should be in the ratio 9:3:4. Is the data consistentwith the model at 5% level of significance? Take 2 2;0.05 5.991",2,Apply Evaluate the principal stresses and principal planes for the state of stress shown in Figure.,2,Apply Write down the equations for Following circuits.,0,Remember Briefly explain the main feature of the structures of dilute foams and concentrated foams. ,1,Understand Describe the flow of MOET procedures in cattle breeding. ,1,Understand Describe Material Extrusion process in short.,0,Remember What are the check points in cell cycle?,0,Remember Explain with neat block diagram IC V oltage Regulator.,0,Remember Define Queue and explain any one application of Queue.,0,Remember Explain the procedure of Fixing door and window in detail?,2,Apply Write a short note on - C60.,0,Remember When do deadlock happens?,0,Remember Give TWO advantages of X-Ray Photoelectron Spectroscopy (XPS). ,1,Understand Describe “mechanism-based inhibitors”. ,1,Understand "With necessary diagram, classify magnetic materials on the basis of magnetic dipole moment and magnetic susceptibility.",0,Remember Draw a neat and labeled diagram showing electrons transport chain.,0,Remember Draw and explain voltage series feedback amplifier and list their advantages.,0,Remember State Different names of satellites and Write a note on GLONASS (Global Navigation and Surveying System).,0,Remember Briefly explain the differences between a Langmuir-Blodgett (LB) monolayer and a self-assembled monolayer (SAM). ,1,Understand Write a program to implement the Linked list operations.,2,Apply Explain the main difference between uncompetitive and noncompetitive inhibitors. ,1,Understand Bag 1 contains 2 white and 3 red balls.,0,Remember Compare direct and indirect methods of subsurface geological investigations.,3,Analyze Discuss the disadvantages of LOCOS. ,1,Understand Analyse the frame shown in figure 10 by stiffness method and draw bending moment diagram.,3,Analyze Consider the following Book Relation.,0,Remember Describe the types of a servo motor.,0,Remember Define the following terms:,0,Remember Briefly explain how aggregation processes could improve the water quality in a water treatment plant. ,1,Understand Draw and explain torque-Slip characteristics of 3 phase induction motor with respective mathematical expressions. Clearly mark the two regionsand point of maximum torque and starting torque,0,Remember Pre-cast concrete retaining walls may be constructed with any or all of the joints. Describe the THREE (3) types of joints used. ,1,Understand How to perform loading and unloading of parts in machining operations using robots?,2,Apply Two straights AB and BC meet at chainage of 3450 m.,2,Apply "Find f(10) of the cubic function passing through the points (4,–43) (7,83) (9,327) and (12,1053) using Newtons divided difference formula.",2,Apply What do you understand by relative humidity of air?,0,Remember Write a short note on Glass and its types.,2,Apply Describe how soil surface roughness affects both water and wind erosion. Suggest ways to increase roughness to reduce erosion. ,5,Create Explain the applications of Virtual Reality systems.,0,Remember Distinguish automatic processing and controlled processing of information. Support your answer with TWO (2) relevant examples. Elaborate your examples in details. ,3,Analyze What are the objectives of testing?,0,Remember What is accelerometer?,0,Remember A solution of 3.,0,Remember Explain rate method for control of corrosion.,3,Analyze Probability of man aged 60 years will live for 70 years is 1 10.,0,Remember Provide arguments on how these investment strategies help in maintaining market efficiency. ,1,Understand Explain CAD geometry cleanup and tools used for it.,0,Remember Analyse the continuous beam ABC as shown in figure below using three moment theorem.,3,Analyze Explain the working of Pirani Gauge for measurement of pressure.,2,Apply Discuss the negative effects of advertising on children. ,1,Understand Draw and explain general structure of PAL.,0,Remember Briefly explain FOUR (4) advantages and disadvantages of option trading. ,1,Understand What is system testing?,0,Remember Two straights PI and QI meet at chainage of 1250 m. A right handed simple circular curve of 250 m radius joins them. The deflection anglebetween two straights is 30 °. Tabulate the necessary data to layout the curve by Offset from long chord. Take chord interval as 10 m.,2,Apply "As a supervisor for the brickworks, List FOUR (4) aspects of brick quality control in order to produce good architectural work. ",0,Remember Identify TWO (2) strategies that are able to reduce the likelihood of an eyewitness reporting someone who did not commit the crime. ,3,Analyze Rewriting and restructuring are the methods to modify instructional material when it is adapted. Illustrate both methods by adapting a short story to teach speaking to intermediate proficiency students. ,1,Understand Using Laplace transform solve the D.,2,Apply Derive the torque equation of dynamometer type wattmeter. Explain the errors and its compensation in dynamometer type wattmeter.,0,Remember What do you mean by adjacency matrix and adjacency list? Give the adjacency matrix and adjacency list for the graph shown below:,0,Remember Give THREE disadvantages of X-Ray Photoelectron Spectroscopy (XPS). ,1,Understand What is a container?,0,Remember Explain the Standard Marking System of a grinding wheels.,0,Remember Explain gesture interfaces in Virtual Reality.,0,Remember Estimate the value of the roughness parameter of the riverbed from the observed surface slope and velocity. Compare your computed value with generally known values for the present river bed. ,3,Analyze Explain Classification of channel bottom slopes with neat sketches.,0,Remember What are the disadvantages of the linear queue?,0,Remember How test strategies for object oriented software are different from that of conventional software?,3,Analyze Soil algae and protozoa are usually restricted at the uppermost soil layers and smaller than their aquatic counterparts. Justify. ,4,Evaluate Differentiate between followings.,0,Remember What is fouling?,0,Remember Briefly explain Financial Reporting System (FRS) and identify THREE (3) potential risks in FRS. ,1,Understand Explain how the affinity of hemoglobin for oxygen is regulated. ,1,Understand Explain the function of LM 317 as adjustable voltage regulator.,0,Remember What is meant by system calls in operating system?,0,Remember Draw and discuss the motion balance system.,1,Understand What are heat capacities at constant volume and constant pressure?,0,Remember What do you mean by memory management operator?,0,Remember Derive the equation for lateral earth pressure in active state for dry cohesionless backfill with uniform surcharge.,3,Analyze Explain FOUR (4) benefits of mutual fund investment. ,1,Understand Explain Serial port structure of 8051 microcontroller.,0,Remember A concentrated load of 25 kN acts on the surface of homogeneous soil mass of large extend.,2,Apply Briefly illustrate FOUR (4) influences of carbon on metal. ,1,Understand Distinguish between 'differential foundation settlement' and 'uniform foundation settlement'.,3,Analyze Define the following terms.,1,Understand Explain different collapse mechanisms in plastic analysis with diagram.,0,Remember Choose ONE (1) activity and describe briefly how you plan to carry it out in your reading lesson. ,0,Remember Explain working of flash ADC in details.,1,Understand Describe different types of seismic waves in detail.,0,Remember "Find bilinear transformation which maps the points 1, i, –1 of z-plane onto the points 0, 1, ∞ of w-plane.",2,Apply Explain any three methods of taper turning with neat sketches.,0,Remember Explain Risk identification process?,3,Analyze Each of the FOUR (4) different historical perspectives have a unique outlook on Educational Technology and defines it in a slightly different way. List and discuss the FOUR (4) perspectives. ,1,Understand What do you mean by Engineering plastics?,0,Remember What are different Process management system calls in Linux.,0,Remember A horizontal venturimeter with inlet and throat diameter 30cm and 15cm resp is used to measure the flow rate of water.,2,Apply "In a magnetic material, hysteresis loss is 150 W when maximum flux density of 1.3 tesla and frequency is 50 Hz. What would be hysteresisloss if flux density is decreased to 0.8 tesla and frequency is increased to 60 Hz? Assume that hysteresis loss is proportional to (B m)1.7.",2,Apply A steel column of 4m long and of 100mm diameter is fixed at one end and free at other end.,4,Evaluate Support your answers with ONE (1) example in everyday life for EACH theory. ,4,Evaluate Explain the THREE (3) processes of forming a public opinion. Provide your answers with an example for each process. ,1,Understand Describe no load and blocked rotor test conducted on 3 phase induction motor with suitable circuit diagram write down the calculations involved.,1,Understand Find angle between the tangents to the curve 232 rt i t jt k at the points t = 1 and t = –1.,2,Apply Compare gang drilling and multispindle drilling machines.,3,Analyze Discuss FIVE (5) stages of crisis management. Provide your discussion with ONE (1) appropriate example for each stage. ,1,Understand What are the basic performance issues in pipelining.,0,Remember Write short notes on the following.,0,Remember Briefly describe the stages involved in sequence assembly for the whole genome shotgun methodology. ,1,Understand Explain Economizer.,0,Remember Suggest FOUR (4) ways logistics service provider such as FedEx practices environmental friendly principles in its operation. ,5,Create What is CAD customization?,0,Remember Explain Nucleonic method for level measurement with suitable diagram.,2,Apply A series RL circuit in Fig No.,2,Apply Write a short note on Organic Protective Coatings?,0,Remember "Related party transaction is a transaction entered into by a PLC or its subsidiaries, which involved the interest of the related party. Justify the reasons for disclosure of related party transaction. ",4,Evaluate Explain class template and function template with example.,0,Remember A 6pole DC motor with wave connected armature has 87 slots with 6 conductors per slot.,2,Apply Where are semiconductors used?,0,Remember Nomination committee plays a crucial role in ensuring the continuity of the board of directors into the future. Analyse the functions of nomination committee in the context of corporate governance. ,3,Analyze Explain various parts and any two types of faults with neat sketches.,0,Remember Identify the type of crisis based on time as a critical variable. ,1,Understand Enlist various linear methods of setting out curves and explain any one with sketch.,0,Remember Determine maximum slope and deflection for a simply supported beam shown in figure below.,2,Apply Explain ferromagnetic and ferrimagnetic material and their application.,1,Understand Define Industrial Engineering.,0,Remember With neat pin diagram explain function of each pin of IC 741,0,Remember With a neat block diagram explain AC current measurement using 8051 microcontroller.,1,Understand Interpret FIVE (5) emerging trends of technology application in education. ,1,Understand Explain Gauss Seidel method for solution of simultaneous equation.,1,Understand What is mean by Governing system and explain all types of governing systems?,0,Remember What are the types of chips formed during metal cutting?,0,Remember A composite shaft consist of copper rod of 20 mm diameter enclosed in a steel tube of 60 mm external diameter and 20 mm thick.,2,Apply Explain any three sheet metal working operations with their working.,0,Remember Differentiate between CRO and DSO.,0,Remember Explain an algorithm to find in-degree and out-degree of a vertex with a suitable example.,2,Apply What is the space complexity of threaded binary tree.,0,Remember Derive an equation for length of cross belt drive.,3,Analyze Explain the working of PV cell and Simplest Equivalent Circuit for a Photovoltaic cell.,0,Remember A Cantilever beam of span 2.,2,Apply What is Software Reuse?,0,Remember Determine the economic order quantity.,2,Apply Explain working principle of Induction motor and concept of rotating magnetic field.,0,Remember Draw and explain the working of a digital multimeter.,3,Analyze Explain Splay tree with an example.,0,Remember Explain the concept of page replacement algorthm. List the different page replacement algorithms.,0,Remember Explain the following terms.,0,Remember "Enzyme therapy is applied clinically to treat Gaucher disease. Describe the cause of the disease, the therapeutic enzyme and its function. ",1,Understand NIKE will be conducting consumer research on their footwear. Assess FIVE (5) types of consumer research that Nike can implement by providing an appropriate example for each. ,4,Evaluate Write note on High and low temperature materials with example.,0,Remember The pinions of an epicyclic train of gears is arranged as shown in Fig.,2,Apply In a certain company install 2000 LED bulbs on each floor.,2,Apply What are the criterias for selection of controllers in Embedded Products?,0,Remember Explain RTD with its principle of working. Explain three wire lead arrangement of RTD.,0,Remember Define Inheritance.,0,Remember "An infinitely long uniform metal plate is enclosed between lines y = 0, and y = l for x > 0. The temperature is zero along the edges y = 0, y = l, and at infinity. If edge x = 0 is kept at a constant temperature 0,v Find the temperature distribution ,.vxy",2,Apply Write a short note on Level Shifter circuits.,1,Understand Explain the classification of steel on the basis of carbon content with its applications.,0,Remember Explain Eurocurrency and its market. ,1,Understand Explain any two mineral deficiencies in detail.,3,Analyze "Search engines are key means of attracting traffic to websites. As a new marketing executive with Munchy's Malaysia, recommend THREE (3) tactics used in search engine marketing (SEM). ",5,Create What is fluidization?,0,Remember Explain Scan line polygon filling Algorithm?,0,Remember What is lag adjustment in case of energy meter?,0,Remember List and elaborate on different applications of microcontrollers.,0,Remember How to enhance decision making with information systems give suitable examples.,0,Remember Define instructional materials based on your understanding. ,0,Remember Prove,3,Analyze Explain sine wave generator with neat circuit diagram and waveforms.,1,Understand "Your profit from previous project is RM30,000.00 and you just won a new project to construct a new airport runway at Sepang, Selangor. Decide whether you are going to purchase the bulldozer or pay out bonuses to your staff. Use the concept of opportunities cost, choices and scarcity to aid your explanation. ",2,Apply Thailand currently experiences a 17% unemployment rate and the investors in the country are sensitive towards changes in the interest rate. Explain to your friend the policy to be taken by Central Bank of Thailand to achieve 3% of unemployment rate by using appropriate diagram(s). ,1,Understand Support your answers with TWO (2) examples in everyday life for each strategy. ,4,Evaluate State sampling theorem in time domain.,0,Remember Write short note on classifications and different types of antifriction bearings.,0,Remember Describe the types of wind turbine electrical generators.,0,Remember What is mean by Constructor?,0,Remember Explain the different mechanical properties of Ceramics.,3,Analyze Sketch the Type Il isotherm and provide a brief description of its nature and the processes that gives rise to the isotherm. ,2,Apply List and explain four common examples of exceptions.,3,Analyze State which database architectures you will prefer for following application.,2,Apply Distinguish between embossing and debossing process.,3,Analyze What do you meant by roller compacted concrete.,1,Understand Describe PMTS with suitable illustration.,0,Remember How does the granularity of data items affect the performance of concurrency control?,3,Analyze "Output and capital are increasing more rapidly than labour in the pharmaceutical industry. However, labour is increasing faster than capital and output in the agriculture industry. Evaluate the different in the output growth and productivity between these two industries.",4,Evaluate Explain the various methods to protect slopes from failure with clear sketch.,0,Remember The length of various links of mechanism as shown in fig.,2,Apply What is a biodegradable polymer?,0,Remember Short note on Optimum proportions of a vessel.,0,Remember State THREE traits that are associated with invasive plants.,0,Remember Differentiate between a nylon mesh with stainless steel mesh.,3,Analyze State and explain factors affecting shear strength of cohesive and cohesionless soil.,0,Remember Explain the term inflation as used in building economics. ,1,Understand Give the appropriate formula to calculate the velocity of the sedimentation. ,1,Understand For the differential eq.,3,Analyze Compare the seasoning method between softwood and hardwood. ,1,Understand Illustrate with suitable circuit diagram inverting comparator.,2,Apply Describe FIVE (5) key players in advertising. ,0,Remember Explain any FOUR (4) product design strategies you have learned. Evaluate the importance of each strategy. ,1,Understand Derive power in a wind and Environmental Impacts of Wind Turbines.,3,Analyze Find maximum flow in the transport network using Labelling procedure.,2,Apply Give any 2 applications of springs and any 2 material required for manufacturing of springs.,0,Remember Identify the role of advertising in global women's magazines and local women's magazine. ,1,Understand Describe Prisoner Dilemma in the context of game theory.,0,Remember Define formative number of teeth for Helical gear and express the formula with terms.,0,Remember Explain how shear tests are conducted with different drainage conditions?,0,Remember Highlight the importance of bioinformatics analysis in genomic studies. ,1,Understand Explain voltage to current source transformation.,1,Understand Enlist any three objectives of testing?,0,Remember Evaluate why a monopolist holds more undesirable characteristics in comparison to a perfect competitor. Give evidence from the graph to support your answer.,4,Evaluate The average marks in mathematics of a sample of 100 students was 51 with S.,2,Apply A switch and an LED is connected to 8051 as shown in diagram.,2,Apply Explain important features and characteristics of the flows encountered in hydraulic engineering compared with cases in other fluid engineering.,1,Understand Explain Sensitization and Weld Decay.,1,Understand Distinguish between hot melt adhesives and water based adhesives.,3,Analyze Explain in brief folding to paper style.,0,Remember Discuss diamond problem in detail?,3,Analyze Explain defect management.,0,Remember What are the steps in design in animation sequence?,0,Remember Determine the vertical displacement of the joint C of the pin jointed frame as shown in figure below.,3,Analyze Describe the amino acid composition that could destabilize an enzyme's helical stability. ,1,Understand How are hydroelectric power plants classified?,0,Remember Explain the working of Digital to analog converter.,3,Analyze "Dielectric films can be thermally grown or deposited. Discuss the fundamental difference between these two methods. ",1,Understand Name the following conserved amino acids for their corresponding single letter codes: SQYKRECP. ,0,Remember What are the types of errors that may cause a tansaction to fail?,0,Remember Explain Geometrical Hardening and Geometrical Softening phenomenon.,1,Understand Draw and explain the characteristics of a DC shunt motor.,0,Remember What is Priming?,0,Remember Predict the effect on bulk density when a large quantity of organic matter is added into the soil. Justify your answer. ,4,Evaluate Design a strip layout for manufacturing a steel component as shown in figure.,2,Apply State the objectives of supercharging of engine.,0,Remember Draw circuit of Op-Amp as V-I converter. Also explain its working.,0,Remember Write the difference between Impulse turbine and Reaction turbine.,3,Analyze Discuss the objectives and the provision of site security in a construction site. ,1,Understand A 16 km long transmission line consists of a pair of conductors 1.,2,Apply Explain with a neat diagram CMOS NOR gate.,0,Remember Explain the reasons of using a mixed-media approach by advertisers. ,1,Understand Describe the implementation of queue using a Circular Array.,0,Remember Oxidation is one of the most important thermal processes. Briefly discuss the characteristics of dry oxidation. ,1,Understand Explain construction and working of a synchronous machine.,0,Remember What are the advantages of Digital Storage oscilloscope over Dual Trace oscilloscope.,1,Understand Explain the following functions with suitable examples.,3,Analyze What is landslides? What are the causes of it?,0,Remember Explain ISO 9000 and its importance.,0,Remember Highlight the important issues discussed in Greenbury Report 1995. ,1,Understand Write a short note on fetching a word from Memory.,1,Understand What is Queue? Explain insertion and deletion operation in Queue with suitable diagram.,0,Remember What is min heap?,0,Remember "By using appropriate diagrams, explain how a decreasing cost industry affects the long-run supply curve in a perfectly competitive market.",1,Understand Explain various specification of ADC.,0,Remember Write difference between throw and throws.,0,Remember Explain with neat circuit diagram working of inverting precision full wave rectifier with its waveform.,1,Understand Differentiate between compile time polymorphism and runtime Polymophism.,0,Remember Draw and explain PCM Receiver.,0,Remember Identify what types of brickwork defects that require rejection from the supervisor. ,0,Remember "Explain with suitable example, DFS and BFS traversal of a graph.",0,Remember Draw the ‘market demand' and 'supply curve'. ,1,Understand Draw a diagram to illustrate the Edman degradation reaction in protein sequencing. ,1,Understand Write a program using put ( ) to write characters to a file until user enteres a dollar sign.,2,Apply Discuss FOUR (4) factors affecting exchange rate in the long run.,1,Understand Draw and explain the basic building of an ideal microprocessor based system with the help of neat diagram.,3,Analyze What is meant by Metamorphism?,0,Remember What is Fourier series. Write formula for exponential and Trignometric Fourier series.,0,Remember "A tightly stretched string with fixed ends x = 0 and x = l is initially at rest in its equilibrium position is set to vibration by giving each point a velocity 3x(l – x) for 0 < x < l. Find the displacement y(x, t) at any time t.",2,Apply Building Information Modeling (BIM) claims to enhance construction efficiency. Discuss THREE (3) benefits you would utilize and their importance to your project. ,1,Understand Explain the relationship between compressive strength and tensile strength of concrete.,0,Remember Explain how instructional materials can facilitate the teaching and learning process. Give ONE (1) example. ,1,Understand Explain brief classification of I.,1,Understand Explain ‘Core of the Section’ and obtain a core section for a hollow circular column of external and internal diameter ‘D’ and ‘d’ respectively.,3,Analyze "Municipal bonds are securities issued by local, county and state government. Identify THREE (3) types of Municipal Bonds that available in the market. ",0,Remember Describe with neat diagram - Nano wires.,0,Remember Briefly explain what a Repo is. ,1,Understand Compare variable Reluctance and permanent magnet stepper motors.,3,Analyze Differentiate between Cysteine and Cystine.,3,Analyze Derive the conditions for most economical trapezoidal channel section.,3,Analyze What is voltage regulator?,0,Remember In order to reduce the international competition to protect some major sector of the economy. List and explain THREE (3) instruments that can use to protect our domestic industries. ,1,Understand Support your answers with ONE (1) example for each factor.,5,Create Describe the use of architecture drawings in construction. ,1,Understand Calculate the carrier densities of the doped semiconductor at 400 K. ,2,Apply Explain the working of PV Cell and Simplest Equivalent Circuit for a Photovoltaic Cell.,1,Understand Distinguish between Filmwise and Dropwise Condensation.,3,Analyze Explain Darcay Weisbachs equation.,3,Analyze "Design the adjustable voltage regulator for the following specification output voltage = 5V – 10V I0 = 1.2 A, Iadj = 100A, R1 = 240",2,Apply Explain the function of an electromechanical relay and draw an interfacing diagram of relay with microcontroller 8051 with suitable drive circuit.,1,Understand Explain the operation of Wien bridge oscillator with neat circuit diagram.,1,Understand Give the effective length of column for various end conditions.,0,Remember Give the applications of Two Port Network Parameters and Explain Network Stability.,0,Remember Fertilizer that is extremely high in phosphorus content is essential for flowering. Justify. ,4,Evaluate Elaborate on repetitive work cycle operations.,0,Remember Solve the following set of the linear simultaneous equation using the Gauss Seidel method.,2,Apply "As a defence strategy, most plant secondary metabolites exert adverse effects on herbivores. Discuss how plants avoid poisoning themselves with these metabolites. ",1,Understand "Starting from a point of equilibrium, explain the case of a decreasing - cost industry in a perfectly competitive market with the aid of diagram(s). ",1,Understand Write the JavaScript code to create Login page Form.,2,Apply Enlist the limitations of the prevalent survey techniques and also give advantages of Space Based Positioning System.,1,Understand Design and implement Full Subtractor using PAL?,2,Apply Explain with suitable example how binary tree can be represented using.,1,Understand A water tower is supported only on three pillars forming an equilateral triangle with 10m side.,2,Apply What do you mean by Quantity factor and Dissipation factor in AC bridges?,0,Remember Explain why the electrical conductivity of a semiconductor is higher than an insulator by using the energy band diagram. ,1,Understand What is multithreading?,0,Remember Draw the block diagram of PLL and explain each block in detail.,0,Remember Write an algorithm for Fibonacci search.,1,Understand "Response and Task-Based Learning are methods often used in an classroom. Differentiate the two methods by describing THREE (3) characteristics for each method, and give examples of ONE (1) material and ONE (1) activity using that material. ",3,Analyze What is a register in CPU?,0,Remember Draw and explain architecture of 8086.,1,Understand With suitable diagram explain hydraulic method of level measurement.,1,Understand Derive torque equation of induction type energy meter with usual notations.,2,Apply Explain the applications of IR spectroscopy.,0,Remember Analyze FOUR (4) advantages of mobile assisted learning as an emerging digital technology used in teaching and learning. ,3,Analyze Explain structural error related to synthesis of mechanism.,0,Remember Discuss the errors in wheatstone bridge along with limitations.,0,Remember Differentiate between Virtual Instruments and traditional instruments.,3,Analyze What are the various types of constructors in JAVA?,0,Remember "Assume that an economy is initially below the natural rate of output, due to the stock market crash in 2008. Explain what policy the government can implement in order to return the output to the natural level by using appropriate diagram.",1,Understand What are various types of welding joints used in pressure vessels?,0,Remember Draw a neat sketch of DC generator.,0,Remember Compare circular linked list with singly linked list in terms of pros and cons.,3,Analyze What are the different methods of Job evaluation?,0,Remember What is Semaphore?,0,Remember Draw and explain circuit of an IGBT.,3,Analyze With suitable diagram explain constructional details of 3pahse slipring induction motor.,1,Understand Explain different types of riveted joints.,0,Remember Discuss the biological factors that cause the deterioration of cut flowers.,1,Understand Describe with the help of neat sketches of wave forms methods of generation of PWM.,1,Understand Explain Risk Projection and Risk Refinement in detail.,0,Remember Explain Normal combustion and abnormal combustion Phenomena in SI engine.,0,Remember Draw and explain working of IGBT.,3,Analyze What is socket?,0,Remember Compare and contrast continuous and discontinuous replications. ,3,Analyze There are a number of factors influencing the productivity of a sector of the economy. Explain accordingly. ,1,Understand With suitable diagrams explain armature reaction in DC machine.,2,Apply Draw and Explain the Architecture of a Typical Microcontroller.,2,Apply "Using Marginal approach, explain and identify how many unit of CD players should the firm producer per day if its goal is to maximize its profit.",2,Apply Explain with neat diagram 2 input CMOS NOR gate.,1,Understand Explain different levels of protection?,3,Analyze State and explain the various frequency domain specifications.,0,Remember "“As additional units of a variable input are added to a fixed input, the marginal product of the variable input may at the beginning rises, subsequently falls and becomes negative in the short-run"". Explain this statement by using appropriate diagrams. ",1,Understand State and write any six properties of Fourier Transform.,0,Remember "Assume that you have been assigned to run a Google Ads search advertising campaign for a new café in Kampar, Perak. Recommend FIVE (5) strategies to develop a successful search advertising campaign for the café.",5,Create Describe the three (3) ways in which JIT and quality are related. ,1,Understand Explain FIVE (5) characteristics of the construction sector. ,1,Understand Draw circuit diagram of frequency multiplier using PLL and explain in detial.,1,Understand Explain what you understand by A.,0,Remember Explain the properties of solid insulating material.,0,Remember Compute the value of the government multiplier and tax multiplier in an open economy. ,2,Apply Explain Generalised linked list with suitable Example.,0,Remember Explain linked organization with respect to file handling.,0,Remember Explain Chemical Vapor deposition method for synthesis of nanomaterials.,3,Analyze Derive the expression for a minimum number of teeth on gear wheel required to avoid interference with neat sketch.,3,Analyze Describe the RAM and ROM memory organization in 8051 microcontroller.,0,Remember Elaborate in general how construction industry is managed by the government and in detail how a government strategy to improve the industry can be delivered effectively.,1,Understand "In the renovation of a new car showroom, the client wishes to attract the attention of pedestrians who passes by their building. Propose the type of external envelop for this building and explain the reasons. Sketch the proposed external envelop. ",5,Create Two straights PI and QI meet at chainage of 3450 m.,2,Apply What is the advantage of open collector output?,0,Remember Describe any two component which can be manufactured by only powder metallurgy technique.,0,Remember Elaborate the objectives and basic design procedure of the foundation design of a building. ,1,Understand Draw an inverting summing amplifier with three inputs and derive expression for its output voltage V o?,0,Remember The major constituent of palm oil is triglyceride. Describe TWO reactions of triglyceride which could affect the quality of vegetable oils.,1,Understand What is a design pattern?,0,Remember What is meant by transposition of conductors in an overhead line?,0,Remember Discuss in details Mechanical Grippers.,0,Remember An unbiased coin is tossed five times.,2,Apply Construct B tree of order 5 for the following data.,2,Apply Specify the need of final control element in process and explain globe and butterfly control valve in detail with neat sketch.,1,Understand Write a program to write below letters by Robot using VAL Language.,2,Apply Draw a color wheel diagram with primary and secondary color. ,1,Understand Draw the face-centered cubic cell and determine its packing fraction. State and explain the assumptions you have made. ,2,Apply What is need of exception handling?,0,Remember Program the 8051 in C to receive bytes of data serially and put them in P1.,2,Apply What is zwitterion?,0,Remember "Construct a product structure. Identify components. parents, and components.",5,Create With suitable diagram explain construction and working of McLeod gauge.,1,Understand Describe measurement of flux density with Gauss meter.,1,Understand What is high pass filter?,0,Remember Write Methods of Transfer Lines with suitable example.,0,Remember What is semiconductor memory?,0,Remember Explain Interdomain and Intradomain routing protocol in detail.,3,Analyze Find the Inverse Laplace Transform of ()()()2 41Xsss=+- if the ROC is –4 < Re(s) < 1.,2,Apply Explain following instruction used in C languages.,1,Understand Write short note on plate tectonic.,0,Remember Deduce the equation of maximum work done in terms of volume and in terms of pressure.,3,Analyze Write a program for integer division.,2,Apply Explain the durability of concrete? What effect the water- cement ratio makes on durability?,0,Remember List TWO (2) importance of using instructional materials in teaching.,0,Remember Find lines of regression for the following data.,2,Apply Draw and Explain working of TRIAC.,1,Understand Classify broaching machines.,0,Remember State and prove time shifting and integration property of Laplace Transform.,3,Analyze Compare Up milling and Down milling operations with sketch.,3,Analyze Explain about predefined streams in Java.,1,Understand Propose ONE (1) new local seafood flavor for Manhattan fish market's Malaysian consumers. Describe the need for the new flavor.,5,Create Explain multistage compression of reciprocating air compressor.,3,Analyze The forward path transfer function of a unity feedback control system is.,2,Apply Define equivalent evaporation and boiler efficiency.,0,Remember Give classification of Input-output Devices. Explain any four properties of classification used for I/O devices.,0,Remember Illustrate the stages of product approach of teaching ESL writing. Use appropriate examples. ,1,Understand "A five-year, RM1,000 par value bond with a 6 percent semi-annual coupon is trading at current yield of 4 percent. Compute the duration of the bond. ",2,Apply Write a python program to create a queue class using list methods.,2,Apply Draw & explain the working principle of Electromagnetic flow meter. Comment on the relationship between the flow rate & voltage.,0,Remember Explain the main purpose of LOCOS. ,1,Understand Discuss various practices to achieve maximum yield and production of crude palm oil. ,1,Understand Explain THREE (3) advantages of using aluminium to fabricate roof gutter. ,1,Understand Explain the spontaneity by using Gibbs free energy.,2,Apply Explain following routing.,0,Remember Describe characteristics and importance of secondary market. ,1,Understand What is meant by reactance voltage in case of commutation in DC machine?,0,Remember Explain Interrupt Priority Register of 8051 Microcontroller.,0,Remember How are recorders classified?,0,Remember "A manager of a small company makes the following statement - ""We need to keep hiring additional workers up to the point where the marginal productivity of the last worker we hire is at its maximum. This way we can maximize the total productivity of the firm."" Critically evaluate this statement. ",4,Evaluate Why not to start dc series motor on no load?,3,Analyze Explain different types of Learning Models in Machine Learning.,0,Remember "Propose a fertilizer placement method of nitrogen, phosphorus and potassium for a successful fertilization of a large mango tree. Justify your answer. ",5,Create Explain the creation of an electron-hole pair in an intrinsic Si semiconductor at room temperature by using the covalent bonding picture. ,1,Understand Describe graphic design and product design. ,0,Remember Write short note on CASE TOOLS for software development.,0,Remember Evaluate  Sxiy j z k d s  over the surface of sphere 22 21 xyz,2,Apply A soil mass is retained by a smooth backed vertical wall of 6 m height.,2,Apply Explain what is a datum level as used in site surveying for a building project. ,1,Understand Define Biot and Fourier numbers with their physical significance?,0,Remember How does Virtual Reality Work?,0,Remember Explain injection moulding process with suitable sketch.,1,Understand Define instructional materials and provide an example of it. ,1,Understand "Use Green ’s theorem to evaluate 22 222 cxyd x x yd y  where ‘C’ is boundary of area enclosed by the axis and circle 2216, 0. xy z ",2,Apply Distinguish between ‘land surveyor' and 'quantity surveyor'.,3,Analyze Explain Register organization of microprocessor 8086.,0,Remember Two wattmeters connected to measure the input to a balanced 3-phase circuit indicate 2000 W and 500 W respectively. Find the power factorof circuit: i) When both the readings are positive ii) When the latter reading is obtained after reversing the connections to the current coil of first instrument.,2,Apply "Write an appropriate learning outcome to teach “in”, “on”, beside', 'opposite and 'under. ",1,Understand Define Macro.,0,Remember Explain the working principle of turbine which is suitable for low head.,0,Remember Write in detail about Cori cycle.,3,Analyze Explain any three methods for synthesis of Furan.,0,Remember Draw and explain Wein Bridge oscillator.,1,Understand Suggest FOUR (4) strategies that reduce sleep deprivation from the physiological psychology perspectives. Elaborate your answers with examples. ,5,Create Write algorithm for posfix expression evalution.,2,Apply Draw and Explain circuit of an IGBT.,1,Understand Define with examples.,0,Remember Explain the principal of rebound hammer with neat sketch.,1,Understand What do you mean by section modulus?,0,Remember Two straights road intersects at a chainage of 2550.,2,Apply Explain the Ziegler - Nichols tuning method of tuning a PID controller.,0,Remember Explain renaming of a segment with suitable example.,3,Analyze Enlist different methods of contouring? Explain any one with detailed sketch?,0,Remember What are the geological requirements for the foundation of Bridge?,0,Remember Explain the three position synthesis of single slider mechanism by using inversion method.,0,Remember List down the environmental factors that an international marketer should consider. ,0,Remember Explain battery ignition system in detail with neat sketch.,0,Remember Explain with the help of neat sketch,2,Apply Classify the different modes of failure of finite and infinite slopes.,0,Remember "In a table form, differentiate between RefSeq and GenBank DNA sequences. ",3,Analyze How many auto license plate can be prepared if Each is identified by 2 letters followed by 4 digits?,2,Apply Draw the block diagram of Op Amp and explain in detail.,1,Understand What is Multiple Inheritance?,0,Remember Write the short note on MOSFET scaling.,1,Understand What are the programming language qualities?,0,Remember Evaluate 2. sxiy j z k d s  Where S is the surface of cylinder 224 xy bounded by planes z = 0 and z = 2.,2,Apply "Explain the concept of price leadership observed under the condition of oligopoly, by using graphs. ",1,Understand A kite has plan area of 0.,2,Apply Explain the linked implementation of stock with suitable example.,0,Remember Draw and explain General Selector Format.,0,Remember Explain Dijkstra ’s Algorithm with suitable example.,0,Remember Explain the effect of a cut in taxes of $100 billion on the economy if the marginal propensity to consume were 0.9. Explain why this policy is much different from simply having the government initiate a $100 billion spending program. Support your answer with specific calculations. ,3,Analyze Find the inverse Laplace of given.,2,Apply You have been assigned by your employer to manage their Instagram and Facebook business page. Suggest FIVE (5) ways to increase engagement with your social media users. ,5,Create Identify any TWO (2) advantages of matching demand strategy and level strategy each in preparing aggregate production plan. ,0,Remember What is a law of gearing?,0,Remember What is mean by inheritance?,0,Remember Draw & explain the working principle of Ultrasonic flow meter. Derive the equation of any one method.,0,Remember State and explain the merits and demerits of direct shear test.,3,Analyze The cutter of a broaching machine is pulled by square threaded screw of 55 mm external diameter and 10 mm pitch.,2,Apply What are the different types of appraisals required to undertake any Project?,0,Remember How process and threads are implemented in Linux?,0,Remember What is Koch curve?,0,Remember What is Hashing?,0,Remember The first four moments about the working mean 30.,0,Remember Define Condensation?,0,Remember The following results refer to a test on a petrol engine.,2,Apply Define social commerce and discuss its advantages for e-marketers.,1,Understand Illustrate TWO (2) Implications for International Advertisers ,1,Understand Determine which Angus bull would produce the heaviest offspring (on average). Justify your answer. ,4,Evaluate A beam of length 5 m and of uniform rectangular section is simply supported at its ends.,2,Apply Explain in brief procedure of setting out of a building on ground.,1,Understand Explain Reynolds Number with example.,0,Remember Describe the design principles for jigs and fixtures.,2,Apply Explain different four types of flows in open channel.,1,Understand Explain Friction Circle Method with neat sketch.,1,Understand Analyse the behavior of subsoil of coarse grained non-cohesive soils and fine grained cohesive soils. ,3,Analyze Explain the phenomenon of Boundary Layer Separation and Methods to control to it.,3,Analyze Compare active filters and passive filters.,0,Remember Explain the development process for a building construction.,1,Understand Write a python program to add and remove items from a given set.,2,Apply List FOUR conditions required in order for an animal population to remain at Hardy-Weinberg equilibrium.,0,Remember Explain the TWO main factors that could affect enzyme catalytic efficiency.,1,Understand Draw the connection diagram of 3 point starter used for DC shunt motor & explain the function of,0,Remember Cost benefit analysis is a process that helps management determine whether (and by how much) the benefits exceed costs. Briefly explain FOUR (4) intangible benefits. ,1,Understand A HPF section is constructed from two capacitors 1 microfarad each and 15 milli henery find cutoff frequency and design Resistance.,3,Analyze Explain design evaluation cycle.,0,Remember Write a Python program to append a new item to the end of the array.,2,Apply Design and explain 6 to 15 UP counter using IC 74193.,2,Apply Draw & explain the working principle of chain-balanced float type density measurement technique. Enlist other two techniques for density measurement.,0,Remember Explain the property of ceramic material.,0,Remember Write a short note on ALU IC 74181.,0,Remember Define luxury consumption of plant nutrients. ,0,Remember Explain various socket primitives used in connection oriented client server approach.,0,Remember State the primary and secondary objectives of material management.,1,Understand Apply the energy band diagram to explain why an intrinsic semiconductor is conductive and that its conductivity increases with temperature.,2,Apply "For an Unity feedback System with open loop transfer function 4G(S)(2 )ss. Determine Damping factor, Undamped natural frequency, reason peak, resonant frequency.",2,Apply Find coefficient of correlation from given data.,2,Apply What are cin and cout?,0,Remember "Consider the following page reference string 1, 2, 3, 1, 4, 5, 6, 2, 1, 3, 2,7, 6, 3, 4, 1, 2, 6 Number of page frame =6. Calculate Page fault andHit ratio using LRU page replacement algorthm.",2,Apply Expain current boosting voltage regulator using LM317.,0,Remember Draw RC coupled amplifier.,0,Remember What is an adsorption isotherm?,0,Remember Derive an expression for displacement momentum and energy thickness.,3,Analyze Define FOUR (4) primary roles of advertising in business and society. ,0,Remember Implement 3 bit binary to gray code converter using PLA.,2,Apply Derive an expression for heat exchanger effectiveness for concurrent flow.,0,Remember Calculate the coefficient of correlation for the following data.,2,Apply What is a segment?,0,Remember Discuss the importance of knowing herbicide families and mode of action. ,1,Understand Write structure definition for double Linked list. Differentiate between array and linked list.,0,Remember Define Task Switching and explain the steps involved in task switching operation?,3,Analyze Tabulate different methods of control of microorganisms with its mode of action and examples.,0,Remember Write any four industrial applications of the induction motor.,0,Remember State your opinion on whether financial reporting system is more important than management reporting system and the appropriateness of placing more emphasis on producing non-discretionary financial reports. Provide arguments to support. ,1,Understand Explain Gibbs phase rules for metallurgical application?,0,Remember Calculate the equilibrium level of income for Cambodia. ,2,Apply "Discuss the comparison between the microeconomics and macroeconomics field of study in term of production, prices, income and employment. ",3,Analyze What are Micro instructions? Draw and explain micro-programmed control unit design.,0,Remember Write and explain SQL function and procedures with sample example.,0,Remember Write a short note on purging of vessels.,0,Remember "Explain how currency depreciation will affect export, import and the balance of trade of the country. ",3,Analyze Differentiate between static and dynamic memory allocation.,3,Analyze Compare matching demand and level aggregate production planning. ,3,Analyze A cast iron pipe of internal diameter 450 mm is 15 mm thick and is supported on a span of 8 m.,2,Apply "Find the directional derivative of  = x2 – y2 – 2z2 at the point p(2,–1,3), in the direction PQ where Q is (5,6,4).",2,Apply Write short note on SPI protocol.,0,Remember Determine the Macaulay duration and estimate the bond price if the yield increases by 100 basis points. ,2,Apply Write a note on Evaluation of expression.,0,Remember "Compare the project by NPV and B/C ratio method and state its feasibility if project cost is Rs. 2,80,000 and it has net cash flow of Rs. 90,000 fora peiod 4 years. Firm expect returns 10% per annum.",2,Apply Suggest FOUR (4) strategies that improve individuals' psychological well-being from the physiological psychology perspectives. Elaborate your answers with examples. ,5,Create Explain linked implementation of queue with suitable example.,3,Analyze What is landslide?,0,Remember Explain white cast iron with its composition.,0,Remember "Define plastic hinge, load factor and shape factor.",0,Remember Write a difference between procedural and object oriented programming.,0,Remember "A flat plate 1.5 m×1.5 m moves at 51 m/hr in stationary air of density 1.16 kg/m 3. If the co-efficient of drag and lift are 0.16 and 0.76 respectively, determine:",2,Apply "One of the biggest challenges in corporate governance is to deal with manipulation of accounting profits. Propose NINE (9) suggestions to the Malaysian regulatory bodies on how to prevent manipulation of accounts. Your recommendations have to be new and must not overlap with the existing Malaysian laws, guidelines and systems. ",5,Create Explain the key features of object oriented programming language.,1,Understand Describe in detail elements of belt conveyor what are the various merits and applications of belt conveyors?,0,Remember Calculate the thickness of flanged torispherical head for a vessel having internal diameter 6000mm.,0,Remember Describe Micro motion study.,0,Remember Explain importance of preliminary geological exploration in civil engineering.,1,Understand State the purposes of risk assessment. ,0,Remember Draw a neat sketch of 4 point starter of DC motor mark all parts in it Describe the working of it.,1,Understand Identify any TWO (2) product design strategies you have learned. Explain how both strategies could be useful for instant respond to customer demand. ,1,Understand Identify FIVE (5) key players in advertising. ,0,Remember Explain Vacuum forming in Plastics.,0,Remember Explain screw thread terminology.,0,Remember Derive Trapezoidal rule for numerical integration as a special case of Newton’s Cote formula.,3,Analyze Explain the stress-strain relationship of concrete with neat sketch.,0,Remember Identify THREE (3) types of imperfectly competitive firms and construct THREE (3) important characteristics of these imperfectly competitive firms.,2,Apply State various obstacles in setting out curves.,0,Remember Explain the difference between array representation and linked representation of binary tree.,0,Remember Sketch a twist drill geometry and discuss various elements of it.,0,Remember Explain the input and output devices with suitable example.,3,Analyze Discuss the procedures of the non-suspended reinforced concrete ground floors construction. ,1,Understand Explain Plugging of DC motor.,0,Remember Compare vapour compression and vapour abortion refrigeration system.,3,Analyze Draw and explain Microkernel kernel Operating System.,1,Understand A beam is loaded and supported as shown in Fig.,2,Apply What is importance and purpose of Refining process in manufacturing of paper.,0,Remember Draw the water surface profile when the rainfall intensity is more than the design rainfall so that the inlet of the cuivert is submerged. Explain how the flow rate can be computed in this case. ,2,Apply Explain the homogenous transformation matrix approach in planning of Cartesian path trajectories.,0,Remember Explain in details various types of Relays and Electric Encoders used Printing Industries.,0,Remember What is table overflow and how it is handled using extendible hashing?,0,Remember Two examiners A and B award marks to seven students as follows: Roll No. : R1R2R3R4R5R6R7 Marks (A) : 40 44 28 30 44 36 30 Marks (B) : 32 39 26 30 28 34 28 Find the coefficient of correlation.,2,Apply A steel rod 6m long and 30 mm diameter is used as a column. One end is fixed and other is free. Determine the crippling load by Euler’s formula.Take E = 200 GPa.,2,Apply Explain the operation of a precision full wave rectifier with necessary waveforms.,0,Remember "Use Runge Kutta second order method of find an approximate value of y correct to three places of decimal when x = 0.1, given that y = 1.2 when x = 1 and dy dx = 3x + y2.",2,Apply Explain in detail ARP and RARP.,0,Remember Write a pseudo code for basic operations of stock.,2,Apply Explain why it is important for the width of the base quasineutral region to be small compared to the minority carrier diffusion length in the operation of a BJT.,1,Understand Describe the process of using the STL algorithms for Quick sort.,3,Analyze What is Microprocessor?,0,Remember Explain homogenous and heterogeneous nucleation with neat sketches.,0,Remember The voltage V( s) in a network given by :,2,Apply Design a 3-Bit synchronous counter using JK FF.,2,Apply What is Software Architecture?,0,Remember You are conducting a building survey for a 2 year old building where you reported premature building decay. Explain the possible factors that may cause these defects to the building owner. ,1,Understand Explain with neat sketch pressure thermoforming.,0,Remember "The speed (km/hr) of a train which starts from rest is given by the following table, the time being recorded in minutes.",2,Apply One percent of articles from a certain machine are defective.,2,Apply What is heat engine?,0,Remember Design primary school for 6 class room the building is single story and RCC frame the structure following details.,2,Apply What are Aluminum and its alloys?,0,Remember Describe graphic design. ,0,Remember List and explain different types of iterators in STL.,0,Remember Compare synchronous and ripple counter.,0,Remember State the Bernoulli is theorem.,0,Remember Draw a pH denaturation profile for an enzyme. Explain what happens to the enzyme during pH denaturation. ,1,Understand Identify which country has an absolute advantage and comparative advantage in the production of pizza and cloth. ,1,Understand Explain briefly the effectiveness of advertising based on strategy concept. ,1,Understand What are elements of Design model?,0,Remember Develop an ABC classification system for the 10 items. ,5,Create Categorize the basic concepts of multimedia with an example for each. ,1,Understand What are sound displays in Virtual Reality?,0,Remember Construct a binary search tree for the following set of elements.,2,Apply Explain armature reaction in DC machine with suitable diagrams.,1,Understand Define constructor.,0,Remember Write a note on necessity and types of transition curves?,1,Understand Discuss the desired characteristics of control valves.,0,Remember The first four moments about value 30.,2,Apply Determine the optimum proportions of a cylindrical vessel with flat top and 60º conical bottoms.,3,Analyze """Portfolio management strategies are different based on the investor's risk preferences and expected return"". Based on above statement, explain TWO (2) major portfolio management strategies. ",1,Understand Explain Deferred database modification.,3,Analyze Explain specific energy curve.,1,Understand What are the different laws of Radiation?,0,Remember "A symmetric I section of flanges 120 mm × 20 mm and web of thickness 20 mm and 100 mm depth, carrying uniformly distributed load ofmagnitude 80 kN/m over 4 m span. Calculate the maximum bendingcompressive stress.",2,Apply There are several corporate governance tools available for institutional shareholders activism. Differentiate shareholder resolution and proxy voting,3,Analyze Write a program in C language to enable hardware interrupts INT0 and INT1.,2,Apply "Explain in detail the chemisorptions of hydrocarbon (eg. alkene, alkyne etc). Focus only on molecular adsorption of hydrocarbon on solid surface at low temperature.",1,Understand What are various types of Stepper motors?,0,Remember State four features of LAP winding of DC machine.,1,Understand Write assumption made in Pure bending theory.,0,Remember Calculate the variance of orders for the glass bottles. ,2,Apply Differentiate between Microprocessor and Microcontroller.,0,Remember Find the coefficient of correlation for following data.,2,Apply Describe THREE (3) advantages of the banker's acceptance towards either exporter or importer. ,0,Remember A lubricating oil of viscosity of 10 poise and specific gravity 0.,2,Apply Explain in brief components of Lab VIEW application.,2,Apply Explain the working of SMPS with neat diagram?,3,Analyze Define Red Black tree.,0,Remember CATH and SCOP are databases that hierarchically classify protein domains according to their structures. Describe the CATH protein classification system. ,1,Understand Explain two position and floating control mode in brief with neat sketch.,0,Remember Obtain the Inverse Fourier Transform of,2,Apply Draw a technology enhanced language learning classroom sketch for advanced level primary year 6 students. You should include FIVE (5) basic technology facilities with label which are essential to the integration of technology in the classroom. ,1,Understand "The internet has been considered as a low cost option for selling products and services. From a firm's perspective, explain FOUR (4) factors that add to the cost of doing business on the internet. ",1,Understand Explain in detail file systems and its implementation.,0,Remember Define teachers' Pedagogical Reasoning Skills and explain how it helps teachers use instructional materials in classroom. ,1,Understand What are the different tools used for generation of Reports?,0,Remember State main commodity polymers with uses.,2,Apply Explain degrees of freedom and stiffness.,0,Remember Explain direct and reverse action for controller in brief with suitable examples.,1,Understand Write down application of carbon nano tubes and BN nano tubes.,0,Remember "Inflation is one of the major concerns of all countries in the world. Discuss how the Bank Negara Malaysia (BNM) would fight against inflation problem and by using appropriate diagrams, show how the BNM actions affect the investment level and equilibrium output level. ",2,Apply With suitable diagram explain construction and working of semiconductor type strain gauge.,1,Understand Igneous rock can be formed either underground or above ground. Elaborate. ,1,Understand Derive with usual notations the following Darcy-Weisbach equation for the loss of energy due to friction.,3,Analyze "Explain with sketches, wind and stack effect.",3,Analyze Explain following terms in brief.,2,Apply Demonstrate the different types of flames used in oxyacetylene welding.,0,Remember Explain principle of resistance welding with neat sketch.,0,Remember "Comparing to the reference sequence, identify the functional elements to represent S2 and S3, respectively. ",1,Understand Explain the stages of combustion in a C.,1,Understand Describe how the increase of soil organic matter level may immobilize some nutrients in soil. ,1,Understand Explain the construction and working principle of BLDC motor.,1,Understand Explain brass and its types with suitable examples.,0,Remember Explain Linear queue and Circular queue with suitable example.,1,Understand The postorder and inorder traversals of a binary tree are given below.,1,Understand """The monetary policy is always useful in stimulating the economic growth by increasing the money supply in the market."" Comment on this statement. Support your answer with an appropriate diagram. ",4,Evaluate Derive the emf equation of a DC machine and hence write the voltage equation of a DC shunt motor.,3,Analyze Explain generation of saw tooth waveform using OP-AMP. Draw input & output waveforms.,0,Remember State any five factors for selection of motor for specific applications with brief explanation of each.,0,Remember "Briefly explain the income-consumption curve. With the aid of diagrams, derive income-consumption curve and Engel curve if there is an increase in income given that the good is an inferior good. Explain your answer by showing at least two bundles of goods in the diagrams.",1,Understand If ()2 2V4xyx y=− is harmonic find its harmonic conjugate and determine F( z) in terms of z.,2,Apply Define attitudes. ,0,Remember Draw Bending stress and shear stress distribution diagram for the rectangular section?,0,Remember Audit committee is responsible to implement and support the monitoring function of the board of directors. Develop a list of best practices for audit committee meeting. ,5,Create Each conductor of 3 phase line is suspended by 4 suspension insulators.,0,Remember Draw and explain the functional diagram of 723 regulator.,0,Remember Explain role of telecommunication.,0,Remember What are main sources of Pollutants from Petrol engine?,0,Remember Define the terms in solar energy system.,0,Remember Write structure definition for single Linked list. Differentiate between static memory and dynamic memory allocation.,0,Remember What is Sequential and index sequential file organization?,0,Remember What are the various types of radiators used in cooling system of IC engine?,0,Remember With suitable circuit diagram explain no load and blocked rotor test on 3 phase induction motor. Also write respective formulae involved incalculation part for determining the respective parameters,0,Remember Describe the significance of concrete as a primary material in today's construction. ,1,Understand Define brainstorming process. ,0,Remember Write TWO reasons on the slow adoption of biological control in weed management. ,1,Understand Jolly and Bolitho (1998) proposed a 7-stage framework to show the process of material design. Apply the framework through use of media to teach 14 year old students action verbs. State the type of media that is going to be used for the lesson. ,2,Apply List the different psychrometric processes and show them on the hand drawn psychrometric chart.,1,Understand List out FOUR (4) benefits of using RFID.,0,Remember What is earthquake?,0,Remember Describe advantages and limitations of following insulators.,3,Analyze Explain the various losses in transformer?,0,Remember What are the advantages of design patterns?,0,Remember Describe molecular machines with neat diagrams.,0,Remember Find out the exponential fourier series for impulse train shown in fig.,2,Apply Explain market considerations for package design.,0,Remember Enlist characteristics of a good hash function.,0,Remember Compare and contrast the characteristics between hardwood and softwood. ,3,Analyze Steel is the most widely used reinforcing materials in concrete structure. Briefly explain the general properties of steel. ,1,Understand Derive the expression for PIV for single phase FWR.,3,Analyze “Technology has aided manufacturing and service companies in inventory management.' Justify the statement. ,4,Evaluate "Using IC 741 op-amp with supply voltage of ±15V design an inverting schmitt trigger circuit to have VUTP = +3V , VLTP = –3V .",2,Apply Explain types of queues. Write any one in detail.,0,Remember What are the salient features of vegetable market building?,0,Remember State the SIX categories in soil taxonomy. ,0,Remember Describe the characteristics of a general tree.,0,Remember Discuss issues of defining “weeds”. ,1,Understand Explain requirements of a good building stone.,0,Remember State functional requirement of good flooring material.,0,Remember Explain Hot dipping and Burnishing processes in detailed.,3,Analyze Describe the Pop Art style in 1958 - 1972.,0,Remember What is Software Architecture?,0,Remember Explain different types of flames with neat sketches in gas welding process.,0,Remember Suppose that the relation R on a set is represented by the matrix MR.,0,Remember What are the types of DC motor?,0,Remember Discuss factors affecting the durability of concrete.,1,Understand Suggest and describe an assisted reproductive technique that the farm should use for rapid and cost effective production. ,5,Create List FIVE (5) activities that you would use in the set-induction stage of a reading lesson Keeping our rivers clean. ,0,Remember Draw TWO (2) point perspectives with TWO (2) geometrical forms.,1,Understand "For any points which fall exactly on the curve, explain the combination of production for steel and bricks. ",1,Understand Explain on global and local approach in coordinating and controlling the international advertising.,1,Understand Explain sensitization of stainless steel?,0,Remember Define solvency and liquidity. Give some simple strategies that banks can follow to avoid insolvency or illiquidity. State reasons banks might option not to adopt these strategies. ,1,Understand Explain with a neat sketch following parts of belt conveyors.,3,Analyze Explain any 3 addressing modes with example.,0,Remember The following table gives data obtained from triaxial compression test conducted under undrained conditions on two specimens of same soilsample.,2,Apply Obtain regression line of y on x for the following data:,2,Apply Explain uses of SBR.,0,Remember Differentiate AC and DC motors.,3,Analyze Explain cache updating policies in detail.,1,Understand Express hybrid parameters in terms of transmission line parameters.,3,Analyze Draw and explain interfacing of LED in common anode and common cathode configurations.,2,Apply With suitable block diagram explain working of electronic energy meter.,2,Apply Explain in detail categories of Software Metrics with suitable examples.,3,Analyze Find Euler Totient Function of the following numbers.,2,Apply Discuss TWO (2) key differences between stock warrants and stock options. ,1,Understand Find the trignometric Fourier series for the periodic signal x(t) given below.,2,Apply Explain in details of Dielectric Heating with types.,0,Remember Explain EHVDC transmission system with the help of suitable diaram.,0,Remember State various application of Entropy.,0,Remember Explain the following file organization techniques.,1,Understand Give ONE common crossbreed for porker production in Malaysia and name the state in Peninsular Malaysia that has the highest production rate. ,1,Understand Fig.,2,Apply Differentiate between soft and hard magnetic material.,3,Analyze Evaluate CF.,4,Evaluate Explain the need of Cache memory.,0,Remember "How todefine a package ? How to access ,import a package?",0,Remember Analyze the beam shown in figure 1 by slope deflection method and draw B.,2,Apply Draw similar repetition and interval repetition. ,1,Understand Explain energy bands with neat sketch.,1,Understand Explain zero crossing detector using OP-AMP with necessary waveform.,0,Remember Compare product layout and process layout. ,3,Analyze Prove the following identities (any one),3,Analyze Explain mechanical dot gain and factors responsible for the same.,0,Remember Draw a Picture Window layout design. ,1,Understand Explain with suitable example BSF and DSF traversal of graph.,0,Remember Explain the linked implementation of stack with suitable example.,3,Analyze Explain Triadic curve and give its fractal dimension.,3,Analyze Crank OA of a compound slider crank mechanism as shown in fig.,2,Apply "Due to saturated domestic markets, large firms were looking for foreign countries for new customers. Explain why China has been choose as a new market. ",1,Understand Explain cold junction temperature compensation technique.,0,Remember With suitable diagram explain construction and working of McLeod Gauge.,2,Apply Describe the steps of defect management with neat diagram.,3,Analyze Draw & explain the working principle of venturi meter. Derive the equation of actual flow rate from it.,0,Remember How retail marketing has extreme importance.,4,Evaluate Explain how koch curves are generated.,3,Analyze Explain in brief the Indirect screen stencil making process.,0,Remember List out the properties of continuous time Fourier Transform.,1,Understand Draw a neat sketch of a DC generator.,2,Apply Identify the advantages and disadvantages of in situ and ex situ means of remediating polluted soils. ,1,Understand What do you understand by substructure.,0,Remember Explain Machine to Machine Architecture?,1,Understand What do you mean by carbon nanotubes?,0,Remember In a building there is always concern with fire safety. List what aspects you would assess in order to achieve strict compliance in the building design. ,1,Understand Discuss TWO hypotheses for invasive plants to become successful outside of their native ranges. ,1,Understand Write the requirements of good stair.,0,Remember For simply supported beam shown in figure 2.,2,Apply Find out Minimum Spanning Tree of the following graph (figure 3) using Kruskal’s algorithm.,2,Apply How multiple inheritance can be implemented using interface?,2,Apply Discuss the steps in executing interrupts in PIC 18 microcontroller.,0,Remember What is TDR in constrution?,0,Remember "By assuming other factors (pH, water content and etc.) are being equal in clay loam and sandy loam, state which soil would be expected to have higher organic matter content. Justify your answer. ",4,Evaluate A solid circular shaft transmits 220 kW at 160 rpm. The maximum allowable shear stress is 60 MPa and angle of twist permitted is 2º in 3mlength. Design suitable shaft. Take G = 78 GPa.,2,Apply Outline TWO (2) main causes of inflation. ,1,Understand Discuss any FOUR (4) underlying principles of lean manufacturing approach. ,1,Understand What is an Instruction Cycle.,0,Remember "With the neat diagram, explain principle of working of thermal bimetal. Give its examples and applications.",0,Remember Determine the volume density and area density on the (1 0 0) plane of a body center cubic cell with lattice constant of 5 Å. ,2,Apply Define pressure vessels and explain design of pressure vessels subjected to external pressure.,3,Analyze "Let  7,1 3 XB be the Binomial distribution with parameters n = 7 and p = 1/3. Then   25 px px  is",3,Analyze Explain High pass filter using op-amp with its frequency response.,0,Remember Explain the working of magnetic Tape recorder along with diagram.,2,Apply Find the vertical deflection of the joint c of truss as shown in fig.,3,Analyze What is polymorphism?,0,Remember Define the basic concepts involved in incorporating technology in teaching English language at secondary school level. ,1,Understand Generalize FIVE (5) ways to use digital photography in classroom teaching and learning.,4,Evaluate Explain any four applications of RFID?,3,Analyze Compare the electrical conductivity of an insulator and a semiconductor at room temperature by using the energy band diagram. ,1,Understand How do you inspect quality of material like sand and aggregate on your site?,2,Apply Discuss the advantages of real-time data input and over batch processing in expenditure cycle. ,1,Understand Explain the contents of project Feasibility report with example.,1,Understand "For any points which fall under the curve, explain the combination of production for steel and bricks. ",1,Understand Describe FIVE (5) characteristics of hardened concrete. ,1,Understand Draw neat sketch of combined curve with its notations.,2,Apply List out the Communication Protocols used in PLC.,0,Remember Define shear force at a section and bending moment at a section.,0,Remember Describe how the hexokinase enzymatic activity could be determined using the coupled assay method. ,2,Apply Write a short note on land use zoning and mention the requirements of each.,0,Remember "In about 70 words, explain how the different components function in language learning. ",1,Understand "Define and discuss the Sharpe, Treynor, and Jensen measures of portfolio performance evaluation by identifying the situations in which each measure is the most appropriate measure. ",2,Apply Propose a strategy that minority can use to influence the majority. Support your answer with ONE (1) relevant example. Elaborate your example in details. ,5,Create Consider the following processes arrival time and burst time as shown below in table. Calculate average waiting time and average turn aroundtime if Quantum time is 2. Use Round Robin Algorithm. Draw GANTTchart.,2,Apply Draw a neat diagram of DSO.,0,Remember List the properties of probability.,2,Apply Differentiate between Engineering Stress Strain curve and True stress strain curve.,3,Analyze "Evaluate F cdr along the straight line joining points (0, 0, 0) and (2, 1, 3) where 2= F = 3 2 xix z y j z k",2,Apply The probability of a man hitting a target is 1 3.,2,Apply Explain the types of cooling curves.,0,Remember Explore five aspects of protection applied in segmentation.,3,Analyze Explain with diagram the concept of voltage follower circuit using op-amp.,0,Remember "Draw a technology enhanced language learning classroom sketch for a writing lesson with 12 high proficiency students, aged 10. You should include FIVE (5) basic technology facilities with label which are essential to the integration of technology in the classroom. ",1,Understand State methods involved in production of crude petroleum.,0,Remember What do you meant by light weight concrete and discuss its types.,0,Remember With the help of neat diagram explain working of IC 555 as a Astable Multivibrator.,0,Remember Explain the principle of ultrasonography in pregnancy diagnosis for farm animals. ,1,Understand Ten coins thrown simultaneously.,3,Analyze Malaysian Code on Corporate Governance (MCCG 2017) encourages Board of Directors to improve shareholders' participations in decision making. Provide recommendations that will lead to more constructive use of Annual General Meeting (AGM). ,5,Create Obtain the expression for current flowing through Inductor in series RL circuit and voltage across capacitor in series RC circuit connected to a d.,2,Apply Find the Laplace Transform of the signal drawn below Find ROC.,2,Apply Find the Laplace Transform of periodic wave given below.,2,Apply Figure 5 shows a horizontal shaft ABCD fixed to a rigid base at D and subjected to torques.,2,Apply Explain SSL in detail.,0,Remember A laminar flow is taking place in a pipe of diameter 200 mm.,2,Apply Explain with sketch any one technique of Polymer matrix composite processing.,3,Analyze State the THREE (3) approaches to calculate national income.,0,Remember A coin is tossed 4 times.,2,Apply Apply Gauss Jordan method to find inverse of,2,Apply Discuss in brief direct cost and indirect cost.,1,Understand Explain the following parameter of OP-AMP,0,Remember Write down the FIVE (5) phases of the design process. ,0,Remember Waht is sequential file organization?,0,Remember A horizontal girder of steel having uniform section is 14 meters long and is simply supported at its ends.,2,Apply “Domestication of animals does not influence human behavior and lifestyle.” State whether you agree or disagree with the statement. Justify your answer. ,4,Evaluate Enlist the advantages and disadvantages of DLL over SLL.,0,Remember Justify two (2) lean techniques that work in both the manufacturing and service sectors. ,4,Evaluate Explain FOUR (4) off-balance-sheet banking activities which are important but not recorded in a bank's balance sheet. ,1,Understand Enlist the documents to be submitted for seeking commencement certificate and occupancy certificate.,0,Remember Write down various applications of Nanomaterials in Chemical industries.,0,Remember Explain Flat-top sampling with waveforms.,0,Remember The Political-Legal Environment of the Home Country is included In International marketing and advertising. Explain the Trade Sanctions and Export and Import Controls. ,1,Understand Explain the psychological factors which influence consumer behavior. ,1,Understand An unbiased coin is thrown 10 times.,2,Apply Explain manipulators for file handling in C++?,0,Remember Calculate the split tensile strength of following specimen of concrete.,2,Apply What do you mean by pipe?,0,Remember Discuss FOUR (4) common modern construction problems to anticipate. ,1,Understand Explain in brief the factors governing the choice of adhesives.,0,Remember What is method overriding?,0,Remember Write a program in C language to configure timer 0 of 8051 microcontroller in mode 2 use 8051 XTAL for clock source and start the timer 0.,2,Apply Discuss the advantages of using container adapters in the STL.,3,Analyze Write Short notes on industrial robotic application of Light Curtains and Laser Area Scanner.,0,Remember How is coastline measured?,0,Remember "Determine using modified Euler's method the value of y at x = 0.1, given",2,Apply State the objective of proactive resistance management and briefly describe THREE methods of this management. ,1,Understand State the types of starters used for induction motors.,0,Remember List and explain operating system design issues.,1,Understand Explain Powder Bed Fusion process in short.,0,Remember Write an essay on the importance of comparative genomics. ,5,Create Types of shrinkage in concrete.,0,Remember What is topological Sorting?,0,Remember Explain the various rating systems related to Green Building.,1,Understand Draw read cycle with pipline address timing.,1,Understand Discuss the working of thermocouples using seebeck effect with diagram.,1,Understand Explain PLL with its block diagram.,1,Understand What are the advantages and disadvantages of Abstract Data Type?,3,Analyze With neat diagram explain different components and their functions in horizontal axis wind turbine.,1,Understand What is exception and its types?,0,Remember Define Exception.,0,Remember Explain different methods of locating instantaneous centre in various mechanisms.,3,Analyze Give the detailed classification of strain gauge and explain wire strain gauge.,0,Remember Define dryness fraction.,0,Remember Assuming that this monopolist is regulated to produce at that quantity where price equals average total cost. Calculate and find out what is the quantity the monopolist will produce and the price it will charge given this regulatory scenario.,2,Apply Show that the maximum number of edges in a simple graph with n vertices is n.,3,Analyze Explain spray painting robots and its advantages.,0,Remember Draw a flow chart for manufacture of polyvinyl resin.,0,Remember Discuss concrete vibrators and compaction equipments.,1,Understand Explain the standard characteristics of TTL in details.,0,Remember Examine cross-docking warehouse layout. ,3,Analyze Find the expected value of the number of heads obtained when three fair coins are tossed simultaneously.,0,Remember "Verify at 5% level of significance and 4 degrees of freedom if the distribution can be assumed to be poisson given: # defects : 0 1 2 3 4 5 Frequency : 6 13 13 8 4 3 Take 20.135. e in the calculations round off the frequencies to the immediate higher integral value. Take 2 5,0.05 11.07",2,Apply What is Real Time Operating Systems?,0,Remember With the help of diagram explain the main concept of solar thermal power plant?,3,Analyze What is mean by carburation and explain simple carburetor with neat sketch?,0,Remember Define the following terms with suitable example with respect to Binary tree:,0,Remember Explain the FOUR (4) roles of media during a crisis. Support your explanation with an appropriate example for each role. ,1,Understand A string of suspension insulators consists of four units.,2,Apply Distinguish active and passive compliance in end effector with industrial application.,3,Analyze Draw general block diagram of digital multimeter and explain its working.,1,Understand Describe generation of pulse width modulation with diagram and waveform.,0,Remember Write down the advantages and disadvantages of gaseous fuel.,0,Remember "State any four assumptions in Boussinesq's theory. Mention the formula for calculation of stress in soil by point load and circular load byBoussinesq’s theory, with description of each term.",0,Remember What are different types of inheritance supported by Java.,0,Remember Name two super secondary structures found within enzymes which involved formation of a-helices. Describe how the a-helices could be maintained in an enzyme. ,1,Understand What is mean by Instruction format?,0,Remember Distinguish between “suspended' and ‘non-suspended' floor. ,3,Analyze A Vertical vessel with a cylindrical shell and hemispherical heads is to be installed in a closed shed.,0,Remember Give composition and properties of any three bearing materials.,0,Remember An aptitude test for selecting officers in a bank conducted on 1000 candidates.,2,Apply What question needs to be answered in order to develop a project plan according to W5HH principle?,3,Analyze What is 2D rotation of an object about an arbitrary point?,0,Remember The structural view of language has several components. List FIVE (5) components. ,0,Remember State uses and characteristics of contour lines.,0,Remember Illustrate difference between conflict serializable schedule and view serializable schedual by an appropriate example.,0,Remember What is meant by springs?,0,Remember If three coins are tossed.,2,Apply State the types of timers.,0,Remember Draw a block diagram of the PLA device and explain.,3,Analyze Define continuous time Fourier Transform.,1,Understand State TWO phenomena that affect the stabilization of colloidal nanoparticles in aqueous medium. ,0,Remember State the rules followed while applying block diagram reduction technique.,0,Remember Explain with sketch squeeze casting process.,3,Analyze Design a wein bridge oscillator to generate oscillations at 1 KHZ.,2,Apply Explain the idealized stress strain curve for plastic analysis with diagram and state the assumption for plastic analysis.,0,Remember State the types of programming languages and explain any two.,0,Remember List TWO (2) advantages and TWO (2) disadvantages of printed newspaper advertising.,0,Remember State the TWO biological isoprene building blocks and the enzyme involved in synthesising the precursor. ,1,Understand List any THREE (3) pairs of system functions that should be separated in the centralized computer services organization and describe a risk exposure if the functions are not separated. ,1,Understand Derive general equation for continuity for a 3D flow in Cartesian coordinates for a steady incompressible flow.,3,Analyze Explain why the effectiveness of an expansionary monetary policy in increasing aggregate output is partially dependent on the interest sensitivity of the demand for money. ,3,Analyze What is a stream?,0,Remember Explain structure of an electrical power system with the help of suitable diagram and list down various methods of generating electricity.,0,Remember Sketch and explain Forward and Inverse Kinematics.,0,Remember Explain different ways to implement Threads in Java?,3,Analyze "By drawing appropriate diagrams, differentiate between flat file model and database model. ",3,Analyze Explain concept of rotating magnetic field in ease of 3 phase induction motor.,1,Understand Explain in detail the working and construction of single phase induction type energy meter with a neat diagram.,0,Remember What is Extrusion?,0,Remember Draw the circuit diagram of dual input balance output differential amplifier and explain in detail.,0,Remember "Justify the following statement. ""It is possible for a firm to experience diminishing marginal return and diseconomies of scale at the same time”. ",4,Evaluate Explain with a neat diagram CMOS inverter.,0,Remember List THREE factors in determining economic thresholds for weeds. ,0,Remember Derive the relation of power in wind and explain impact of tower height on power generation in wind energy system.,1,Understand What are details of composition in Stainless steel and tool steel?,0,Remember Evaluate the integral using the trapezoidal rule.,2,Apply You are the new online advertising consultant for Loreal Malaysia. Explain to your client SEVEN (7) important paid media metrics in online advertising.,1,Understand Enlist special concreting techniques? Explain under water concreting.,0,Remember Give the classification of residential building explain any two type in brief.,0,Remember Differentiate Between Flame Hardening and Induction hardening.,3,Analyze Briefly discuss the key segregation of duties that should exist in the traditional manufacturing environment. ,1,Understand Explain various debugging feature of 80386.,1,Understand Explain any four design concepts with appropriate example.,0,Remember What do you mean by network crashing?,0,Remember Write short note on folding to print style.,0,Remember Describe the flux materials used in TIG welding?,0,Remember Compare Electric System with pneumatic system.,3,Analyze Comment on the introduction of seven “_” in the alignment. ,4,Evaluate Draw & explain the working principle of orifice meter. Derive the equation of actual flow rate from it.,0,Remember Draw and explain the block diagram of DSO.,0,Remember With suitable diagram explain the calibration of single phase Energy Meter.,2,Apply A closed cylinder 600mm diameter and 2 m long has shell thickness of 12 mm.,2,Apply What is mean by Encapsulation ? Explain with example.,0,Remember How many different ways are there to choose a dozen donuts varieties from 21 varieties at a donut shop?,2,Apply Write a short note on causes and remedial measures of landslides.,1,Understand Compare the formation process between igneous rock and sedimentary rocks. ,1,Understand A siphon of diameter 0.,2,Apply What is ASM chart?,0,Remember Carry out ABC analysis for the following items and plot ABC curve.,3,Analyze Determine the driving point impedance for the network shown in fig.,3,Analyze "Differentiate bonds that are traded at par, premium and discount.",3,Analyze "Japan is operating above the potential output level. As a committee member of central bank, suggest a policy that should be implemented in order to restore Japan's potential output level. Using appropriate diagram(s), explain the effect of the policy on price and unemployment level in short run and long run. ",5,Create A single stage single acting air compressor has the bore of 200 mm and stroke 300mm.,2,Apply Market research firms and product review sites are examples of infomediary. Discuss the role and benefits of an infomediary model in the online distribution system. ,1,Understand A bond fund manager decided to allocate certain percentage of the portfolio in foreign bond market to improve the reward-to-risk ratio. Briefly explain THREE (3) specific risks related to investing in international bond market. ,1,Understand "A symmetric I section is having two flanges, each of 300 mm × 20 mm and vertical web of 20 mm thickness and 160 mm depth. The beam issubjected to shear force 200 kN. Draw Shear Force Distribution diagram.",2,Apply Derive the equation for elevation in boiling point and show it is colligative properties.,2,Apply What is Haptics Rendering Pipeline Modeling in Virtual Reality.,0,Remember Discuss various types of flow with suitable example and mathematical expression.,0,Remember "Draw the energy band diagram of a pn junction. Label the depletion region and the electric field in the depletion region. For an unbiased junction, discuss the movement of majority and minority carriers and the resultant current that may arise at equillibrium. ",1,Understand Explain in detail the role of Project Management Consultants in Civil Engineering field.,0,Remember What is curve interpolation ?,0,Remember Describe the three types of control typically needed in batch manufacturing.,0,Remember State the importance of data generated from a given hydrophobicity plot. Describe the relevant information that can be deduced from the plot generated. ,1,Understand Explain working principle of Hall Effect Sensors?,1,Understand Informal communication network roles are equally important as formal ones. Describe any FOUR (4) of the influential roles and discuss the benefits each of the roles can bring to organizations. ,1,Understand Explain advantages of indexing over sequential file.,0,Remember Find the transmission parameters of the network shown in Fig.,2,Apply Sketch the Type III isotherm and provide a brief description of its nature and the processes that give rise to the isotherm. ,2,Apply Write a short note on :,0,Remember "Solve, ()( )( ) 26 19 2 ,kfk fk fk++ + + = if () ( )01 0ff == .",2,Apply Sketch the 1-V curve of a zener diode and explain what a zener breakdown is. ,2,Apply Describe briefly the experimental flow of fluorescent in situ hybridization (FISH). List THREE of its major applications. ,1,Understand Explain deletion of segment with suitable example.,3,Analyze Analyse the continuous beam shown in figure 6 by moment distribution method.,3,Analyze Explain Compression molding polymer processing with sketch.,0,Remember A solid cylindrical shaft is required to transmit 600 kW at 110 rpm.,2,Apply What are the advantages of forging over the casting process?,3,Analyze Differentiate between bluff body and streamlined body with neat sketch.,3,Analyze What are the main features of ARM7 architecture?,0,Remember Primary structure of a protein plays a significant role in determining the native structure or the protein fold. Comment on the statement. ,4,Evaluate Briefly describe the disadvantages of characterising three dimensional protein structures using X-ray diffraction. ,1,Understand Derive the relation for the power in wind and describe the Environmental Impacts of Wind Turbines.,3,Analyze What are extrusive and instrusive Igneous bodies?,0,Remember Differentiate between humic and non-humic substances. ,3,Analyze Derive general expression for torque in a three phase induction motor and hence obtain condition for maximum torque.,3,Analyze Explain the procedure of establishing alignment of road?,2,Apply Independent Non-Executive Directors (INEDs) play crucial roles in the assurance of effective corporate governance of public listed companies. Provide an assessment on the contributions of INEDs in promoting effective corporate governance. ,1,Understand Write in detail on double helix structure of DNA.,0,Remember Write pseudo code to implement a circular queue using arrays.,0,Remember Describe Ram type Injection molding with sketch.,0,Remember Explain in detail TQM and its importance.,0,Remember Differentiate between TCP and UDP protocol.,3,Analyze Give the corrected bearing of the following traverse taken from compass survey.,2,Apply A client wishes to renovate his balcony at first floor by replacing the metal handrail with glass panel. Recommend a suitable type of glass to the client and justify your answer. Please be reminded that safety is the major factor in all cases. ,4,Evaluate Draw the sketch of Window.,2,Apply Explain class template & function template with example.,0,Remember "By using an appropriate diagram, explain how the open market operation (OMO) can put an upward pressure on the federal fund rate (FFR).",1,Understand "Solve the following integral equation,",2,Apply Explain any three grinding operations.,0,Remember "Explain the microbe-related coupling of carbon, nitrogen, and oxygen in a lake that is experiencing a sudden bloom of cyanobacteria due to anthropogenic fertilizer inputs. ",1,Understand Determine the amount of shortage or surplus if government decides to impose the price at RM1.50/kg. Support your answer with numerical explanations. ,2,Apply Design an adjustable voltage regulator using LM 317 for output voltage from 10 to 20 V and draw the typical connection diagram.,2,Apply What is Brushless DC motor?,0,Remember Define allelopathy and list how allelopathic substance enters the environment. ,1,Understand Classify insulating materials and hence write properties and application of any two materials from Class F type.,0,Remember Differentiate between commercial letter of credit and standby letter of credit. ,3,Analyze Hersey and Blanchard (1977) style of leadership specifies that a leader's behavior corresponds to employees' level of maturity. Explain the FOUR (4) styles of Situational Leadership and support your answer with an example for each of the styles on whom they should be applied in an organization. ,1,Understand Explain the cell cycle and describe in detail the steps involved in a typical cell cycle.,3,Analyze Find the Fourier cosine integral representation for the function.,2,Apply Analyze the beam ABC shown in figure 6 by stiffness method and draw BMD.,2,Apply Write sudo codes to perform following operations on index sequential file.,2,Apply Explain segment descriptor.,1,Understand Draw and label a titration curve for glutamic acid. Calculate the isoelectric point. ,2,Apply Draw and explain Single bus organization of CPU?,3,Analyze "Sketch the energy band diagram of the ideal metal-semiconductor contact in forward bias mode. Show the conduction and valence band edges, and all the Fermi levels. ",2,Apply State types of quantization.,0,Remember Briefly describe the advantages of MOET in cattle breeding. ,1,Understand Describe alkaloids chemically and how plants use this group of secondary metabolites to protect themselves from herbivores. ,1,Understand Explain coal handling system in thermal power plant with neat flow chart.,1,Understand Compare vertical axis and horizontal axis wind turbine.,3,Analyze A single block brake has a brake drum diameter of 1 m and angle of contact is 30º.,2,Apply Draw block diagram and explain any one application of IC PLL 565 in detail.,2,Apply Explain how synchros can be used as Position control application.,2,Apply Describe SIMO chart with suitable illustration and appropriate symbols.,0,Remember What is trie tree?,0,Remember Explain rebound hammer test with its limitations.,0,Remember Explain the need of demand paging with advantages.,0,Remember Weeds reduce the quality of crops and livestock. Explain. ,1,Understand Write a short note on Performance parameters of DAC.,0,Remember Illustrate type driven layout design for a poster. ,1,Understand Draw and explain block diagram of PLC.,1,Understand State the applications of SBPS surveying?,0,Remember Discuss the types of building defects commonly found on reinforced concrete flat roof which lead to water leaking and concrete cancer and how their cause of defects are defined under ISO 6241. ,1,Understand A solid circular 25 m long and 120 mm in diameter was found to be extended 1.,2,Apply State which market structure adopts this practice. List and briefly explain what are the conditions needed for this practice to be successful.,1,Understand Which are the key properties of nanomaterials?,0,Remember Describe with neat diagrams - Boron Nano Tubes.,0,Remember Draw typical velocity distribution diagrams for fully developed laminar and turbulent flow through pipe.,2,Apply Explain about requesting repainting in Java.,1,Understand What is time constant?,0,Remember "Media planners want both effective and efficient media buys. In your role as a new media planner of a digital marketing agency, explain how would you know you have made an effective advertising buy over the internet. ",1,Understand Derive an expression for line to neutral capacitance of three phase overhead line with unsymmetrical spacing of conductors.,2,Apply Explain in detail Multiple Bus Organization.,1,Understand Enzymes are applied in the medical field based on their specific functions. List the THREE main areas of clinical enzymology and provide ONE example how enzymes are used in each area. ,1,Understand Explain optical dot gain and factors responsible for the same.,0,Remember Conducting a set-induction before presentation has several advantages. List the FIVE (5) reasons for use of the set-induction in a lesson. ,0,Remember Explain file opening modes in detail.,0,Remember What are different types of errors and adjustments in single phase energy meter?,0,Remember Write an algorithm for depth first traversal of a graph.,2,Apply Describe the software quality dilemma in your own words.,3,Analyze Explain in brief main classes of soaps.,0,Remember Discuss FIVE (5) factors that are most likely to influence the effectiveness of upward communication. ,1,Understand Illustrate use of methods in PrintStream Class to implement Student Information system.,2,Apply A shaft rotating at constant speed is subjected to variable load.,2,Apply What is cushioning of air cylinder.,1,Understand Explain Gauss-Seidal method for solution of linear simultaneous equation. (Numerical is not expected),0,Remember Explain level measurement by mechanical method.,2,Apply Briefly explain how the aggregation processes could improve the water quality in a water treatment plant.,1,Understand Examine the use of pedagogical reasoning skills by teachers to enhance the usage of instructional materials in classroom. ,3,Analyze Define brake and gives general requirements of good braking system.,0,Remember What is the need of IPv6?,0,Remember Draw circuit diagram of inverting symmetrical Schmitt trigger and plot hysteresis and explain in short.,1,Understand Write short note on Data Types in C.,0,Remember What is significance of Pressure measurement?,0,Remember Explain on delete cascade command with suitable example.,0,Remember Explain the application of OPAMP as square wave generator.,1,Understand Explain the effect of barrier properties on product.,3,Analyze "If an electron in a hydrogen atom jumps from the first excited state to ground state, find the wavelength of the photon emitted. ",1,Understand "Fourier sine transform of () ,xfxe−= x > 0 is",2,Apply State and prove initial and final value theorem.,3,Analyze Write an algorithm for breadth first traversal of a graph.,2,Apply Discuss the relationship between advertising and children. ,1,Understand Explain in detail the Maslow Hierarchy of Needs. ,1,Understand Is Etching is essential every time ?,3,Analyze Support your answers with ONE (1) example from everyday life for ANY TWO factor. ,4,Evaluate What is internal fragmentation and external fragmentation?,0,Remember Explain in detail classification of hydraulic pump.,0,Remember What are different types of memories?,0,Remember Explain the input and output module of programmable logic controller.,3,Analyze Compare between Thermosetting plastic and Thermoplastic plastic.,3,Analyze What is applet ? What is difference between applet and application?,0,Remember A single acting reciprocating air compressor has cylinder diameter and stroke of 200 mm and 300 mm respectively.,2,Apply Discuss DHCP protocol in details.,0,Remember "Director independence is a pivotal element of corporate governance. Illustrate the requirements of ""Persons Connected with Directors"" as stipulated under Companies Act 2016 Section 197(1). ",1,Understand Write pseudo code to implement circular queue using array.,2,Apply "Differentiate the properties between clay brick and autoclave aerated concrete (AAC) block in term of compressive strength, density, colour, acoustic performance and thermal insulation. ",3,Analyze What is conformational isomerism?,0,Remember Use Cachy's integral formula to evaluate 2z Cedzz where C is the circle |z + 2| = 2.,2,Apply "As a spokesperson that is handling the crisis, identify TWO (2) potential trick questions that might be asked by the reporters during the press conference. Provide your answer with explanation and an example for each trick question identified. ",1,Understand Explain on Brand Piracy. ,1,Understand Compare VSI and CSI for Induction motor drive.,3,Analyze "“Goods and services design could help manufacturers to gain competitive advantages."" Justify the statement with any THREE (3) strategies. ",4,Evaluate The beam is supported and loaded as shown in figure. Determine the position and value of Maximum deflection EI = 1.4 × 1011 kN-mm2. Use Macauly’s method.,2,Apply State the types of flat terraced roofing and explain any one of them.,0,Remember Explain sounding methods and sounding equipment of hydrographic survey.,1,Understand What makes ceramics different than polymers with respect ot properties.,0,Remember State the problems that could arise from environmental overload of fixed nitrogen due to generous usage of nitrogen fertilizer and suggest a possible solution for this situation. ,5,Create What is lead wire compensations for RTD?,0,Remember Explain the solum treatment used in the floor construction. ,1,Understand Design and sketch the optimized stick-diagram layout. ,5,Create Give an example of trait and phenotype to describe a Belgian Blue. ,1,Understand "Determine the FS representation for the signal with periodic wave, shown below using exponential method.",2,Apply How many automobile license plates can be made if each plate contains two different letters followed by three different digits.,2,Apply Explain the different types of welding electrodes used in arc welding process?,0,Remember How the air conditioning systems are classified and explain the summer air conditioning system with neat sketch.,0,Remember What is filter medium?,0,Remember State the conductivity of a semiconductor at 0 K and clearly explain your answer. ,1,Understand Describe conservation tillage and explain why it often requires a change in nutrient management. ,1,Understand What is tempering process?,0,Remember "–2 b) 1 c) 2 d) –1 iii) The value of 21 2Czdzz where C is | z | = 1,",2,Apply Write short note on 12C bus.,0,Remember In how many different license plates are available if each plate contains a sequence of 2 letters followed by 4 digits?,2,Apply Write short note on RS232 standard.,0,Remember "Being outside directors, Independent Non-Executive Directors (INEDs) do not work in the company on a daily basis. Their hands are tied due to the nature of their positions. Provide an assessment on the limitations of INEDs in the context of corporate governance ",1,Understand Find the velocity and wavelength of the electron. ,1,Understand Give the enzyme group number and name for acetylcholine esterase. Describe the non-covalent interactions used by acetylcholine esterase for substrate binding.,1,Understand List THREE applications of degenerate PCR amplification.,0,Remember State various methods of rapid prototype.,0,Remember Draw a neat labeled diagram showing Oxidation of Fatty Acids in three stages.,0,Remember What is doubly linkedlist.,0,Remember Draw 3 bit asynchronous up counter using JK flip flops and explain its operation using output waveforms.,0,Remember Describe head type flow measurement transducers.,0,Remember Differentiate Soft Magnetic Materials and Hard Magnetic Materials.,0,Remember Propose ONE (1) new local flavor Kit Kat for Malaysian consumers. Describe the need for the new flavor among the Malaysian consumer. ,5,Create National income accounting refers to a set of rules and techniques that are used to measure the national income of a country. Explain EIGHT (8) significant factors of national income accounting. ,1,Understand State the requirement of material used for rotating machines.,0,Remember Explain the applications of applied geometric algebra for modelling of robotics physics.,0,Remember Differentiate between sequence containers and associative containers in the STL.,3,Analyze Calculate the atomic packaging factor for FCC and HCP crystal structure.,2,Apply Distinguish between gathering and in setting process.,3,Analyze Describe FIVE (5) categories of space.,0,Remember Describe what happens during the negative feedback loop of thermoregulation. ,1,Understand Discuss the various exceptional conditions that should be handled while using stack operations.,0,Remember What is A VL tree? Explain all the rotations in A VL tree. Construct A VL tree for the following data:,0,Remember What is mean by creeping in an energy meter and how is it prevented?,0,Remember Differentiate and Explain the Interrupt gate and Trap gate descriptor.,0,Remember Derive general three dimensional heat conduction equation in Cartesian coordinates.,3,Analyze Provide the equations for the Eadie-Hofstee and Hanes-Woolf plot. Explain how these equations could be derived from the Michaelis-Menten equation. ,2,Apply Give test for conflict serializability.,0,Remember Derive strain energy stored in a body when the load is suddenly applied.,3,Analyze Explain in detail distortion in delta Modulation.,0,Remember Discuss the significance of hydrophobicity plot in transmembrane protein research. ,1,Understand Discuss in detail Proctor needle in field compaction control.,2,Apply Explain Pressure forming polymer processing with sketch.,0,Remember Draw circuit diagram of precision full wave rectifier with showing input and output waveform.,2,Apply Compare and contrast microbial and chemical risk assessment. ,3,Analyze Explain the memory write cycle with help of suitable timing diagram.,3,Analyze What are the rules for over loading operators.,0,Remember Explain the behavioral modeling in Virtual Reality.,3,Analyze Describe the 5 hierarchical stages of Welliver's Instructional Transformation Model. ,0,Remember Name the two classes of monosaccharide. Draw and name the simplest structure of molecule in each class. ,1,Understand What is Clausius inequality?,0,Remember List FIVE (5) plant consideration in a construction site. ,0,Remember Following table gives the distance in nautical miles of the visible horizon for the given heights in feet above earth.,2,Apply Classify recorders.,1,Understand Define Pressure vessel and give some industrial examples where these are used commonly.,0,Remember Describe in brief elastomer polymerization.,3,Analyze Discuss FOUR (4) key components that involve in explaining an organizational crisis. Explain your answer with an example for each component. ,1,Understand The armature resistance of a DC shunt motor is 5.,2,Apply Write the steps involved in programming compare mode of CCP1 module in PIC18F458.,0,Remember Explain velocity distribution in open channel flow.,1,Understand State Nyquist theorem and explain Nyquist stability criteria.,0,Remember Discuss on tunnel excavated through faulted area.,3,Analyze Explain the system address and system segment registers.,1,Understand Distinguish between the ripening behaviour of climacteric and non-climacteric fruits in terms of carbon dioxide release and ethylene synthesis. ,3,Analyze State the main missions of National Center for Biotechnology Information (NCBI). ,0,Remember What do you mean by molecular machine?,0,Remember "Find the bilinear transformation which maps the points 0,1,2 from z plane on to the points 1, 1 2, 1 3 of the W - plane.",2,Apply Write short note on state diagram and state table with suitable example.,1,Understand Explain RS232 standard with suitable diagram.,0,Remember Support your views with TWO (2) examples in everyday life for each tactic. ,4,Evaluate Explain different types of exceptions in 80386 with suitable examples.,0,Remember Convert the following infix expressions to prefix expressions using stack data structure.,2,Apply With the help of diagram explain interfacing of ADC 0809 with 8051 microcontrollers.,0,Remember Discuss the comparison between 'Quantitative Instruments' and 'Qualitative Instruments' of monetary policy. ,1,Understand "The technology of VLSI is defined by the feature size. With the aid of a diagram, explain the feature size. ",1,Understand What is OBST in data structure?,0,Remember Distinguish central and peripheral routes to information processing. Support your answer with TWO (2) relevant examples. Elaborate your examples in details. ,4,Evaluate Identify whether the firm is in the short-run or long-run equilibrium. Explain.,1,Understand List down FIVE (5) types of shapes. ,0,Remember Explain decision support trends in businesses.,0,Remember "The tyrosinase-containing solution was dissolved in 50 mM potassium phosphate buffer containing 0.01 mM NaCl, pH 6.5, before applying to a DEAE Sephadex A50 column. Suggest and explain how the mobile phase should be modified to elute the bound tyrosinase. ",5,Create Describe any types of output devices of computer.,0,Remember State and explain the conditions for deadlock to occur.,0,Remember "Propose with justification, the types of maintenance relevant to a library building. ",4,Evaluate Attempt any one:,2,Apply What is translation?,0,Remember What is wheatstone bridge sensitivity?,0,Remember Briefly describe TEN (10) general characteristic of hardened concrete. ,1,Understand A body of weight 9.,2,Apply Define Classical approach and Human Relations approach. ,0,Remember What is DRAM?,0,Remember Explain interfacing of LM35 temperature sensor with PIC 18FXX microcontroller.,3,Analyze Consider following relational table.,0,Remember Explain different approaches used in hydraulic engineering to achieve its objectives by giving examples. ,1,Understand Describe how pore size can affect water retention in soil. ,1,Understand Explain distributive bargaining and integrative bargaining. ,1,Understand Interpret FIVE (5) usage of Learning Management System as an emerging technology in the context of teaching and learning.,1,Understand Apply Green's theorem to evaluate : 2() Cxdx xydy Where C is the curve of region enclosed by y = x2 and the line y = x.,2,Apply What is subnetting?,0,Remember For the mechanism as shown in fig.,2,Apply What is feature based modeling?,0,Remember A vertical two start square threaded screw of a 100 mm mean diameter and 20 mm pitch supports a vertical load of 18 kN.,2,Apply Define concrete mix design and state objectives in mix design?,0,Remember State the limitations of Fourier Transform and need of Laplace transform.,1,Understand What is exception handling?,0,Remember Describe the significance of the urea cycle.,3,Analyze What is design pattern?,0,Remember Draw the Circuit diagram for the following equations.,2,Apply Compare EHV AC and EHVDC transmission systems.,3,Analyze Write a pseudo code to Represent Doubly Link list as an ADT.,0,Remember Explain with a neat sketch Sand filter.,3,Analyze Compare brushless DC motor with conventional DC motor.,3,Analyze Explain about abstract class in Java with suitable example.,1,Understand Discuss the THREE (3) levels of organizational culture outlined by Schein. Provide your discussion with an example for each level. ,1,Understand "Explain the construction, and working of LVDT.",0,Remember Calculate the weight of KMnO4 required making 500 ml of 0.,0,Remember "Explain foil strain gauge with a neat diagram. Also, state its advantages.",0,Remember Write a note on the dam located on folded geological structure.,0,Remember Explain with neat sketch variable head permeability test.,1,Understand What are the programming paradigms?,0,Remember Explain how competitive and uncompetitive inhibitors will affect enzymatic reactions. ,1,Understand What is meant by power screw?,0,Remember What is age hardening?,0,Remember Draw and explain interfacing diagram of ADC with 8051.,2,Apply List SEVEN (7) types of advertising. ,0,Remember What are applets?,0,Remember Explain why mycorrhizal fungi are important for phosphorus availability in soil. ,1,Understand Explain the interfacing of LED with Arduino board and write an algorithm to blink an LED frequently.,1,Understand "There are five (5) techniques in adapting materials as conjured by McDonough, Shaw and Matsuhara (2012). Elaborate on the ADDING technique to adapt a topic in a course book to teach present tense to Form 1 low proficiency students by using example. ",1,Understand Draw diagram of single phase induction type energy meter and label all the parts.,0,Remember The velocity component of 2D flow field are as follows.,2,Apply Draw block diagram of Harvard architecture and explain each block.,0,Remember Explain the consideration of pricing objectives in marketing mix. ,1,Understand Explain with neat sketch tube drawing process.,0,Remember Explain cavitation in brief and suggest the suitable method used to reduce it.,2,Apply Demonstrate the various types of chips formed during metal cutting.,0,Remember What is stream? Explain types of streams available in C++.,0,Remember Write down the various methods used for prevention of corrosion.,0,Remember Explain in brief reactions involved in manufacturing of detergent by sodium reduction of coconut oil.,3,Analyze "A ‘T’ beam, subjected to shear force of 200 kN. The flange is 200 mm × 30 mm and the web is 30 mm thick and 180 mm deep. Drawshear stress distribution diagram.",2,Apply Explain the conditions where underpinning are usually considered for an existing building construction works. ,1,Understand Draw & explain the working of inclined tube manometer? Give the reason for its higher sensitivity.,0,Remember Develop circuit model for 3 phase Synchronous Machine.,2,Apply List out the properties of Laplace Transform.,1,Understand Evaluate by Gaun divergence theorem333.,2,Apply Describe various types of allowances used in time study.,0,Remember Write a program in Java to create a player class.,2,Apply "Describe dictogloss and how it can be used to teach listening, writing and speaking skills for intermediate proficiency students. ",1,Understand Explain the various methods of speed control of dc series motor.,1,Understand Draw & explain the working principle of resistive type humidity sensor measurement technique. Compare with capacitive type of humiditymeasurement technique.,0,Remember State the iron deficiency diseases.,0,Remember Identify which country has an absolute advantage in the production of sugar cane and blue agave.,0,Remember List the desirable properties of decompostion.,0,Remember Explain the term Path Generation.,0,Remember Derive an expression for inductance of three phase transmission line with symmetrical spacing.,2,Apply Define deadlock. Explain the methods for deadlock prevention.,0,Remember Define and explain reinvestment risk with an example. ,1,Understand State any one application of-,0,Remember Describe the objective and classification of triangulation survey?,0,Remember Compare pneumatic and mechanical fabric stretching methods.,3,Analyze Suppose there are two relation r and s such that the foreign key B of r references the primary key A of s.,2,Apply Explain TWO characteristics of rich media. ,1,Understand A helical spring is made from a wire of 6 mm diameter and has outside diameter of 75 mm.,2,Apply Describe Taylor Piece Wage System and Merrick Piece Wage System with suitable illustration.,0,Remember List out any SIX (6) factors to be considered when designing a layout. ,0,Remember Explain nine requirements of Good Lighting Scheme.,0,Remember What are the various factors which affect the rate of filtration?,0,Remember A square column of wood is 2.,2,Apply "In the network shown in Fig. 1, switch is closed at t = 0 with capacitor is uncharged. Find the value of 2 2(0 ) (0 )(0 ), ,di d iidt dt  .",2,Apply Illustrate the advantages of plastic material and its applications in construction. ,1,Understand List FIVE (5) weaknesses of Out-of-Home (OOH) Advertising. ,0,Remember What is reverberation time and how is it calculated?,1,Understand How is pyridine is synthesized?,2,Apply Convert the following infix expressions to prefix expressions using stock.,2,Apply List FIVE (5) properties of damp-proof courses. ,0,Remember Acircular cantilever beam of span 4Meter is subjected to a point load of 2KN at free end.,2,Apply With neat waveforms explain the ALT and CHOP modes in dual trace oscilloscope.,1,Understand Calculate coefficient of correlation from the following information.,2,Apply Explain stream classes hierarchy for file handling in C++.,0,Remember Enlist various types of fixtures for doors and explain anyone with a neat sketch.,2,Apply What is orthographic projection?,0,Remember Describe the 'Qlassic Assessment' principles on how to perform the evaluation. ,1,Understand Describe Functional Programming.,2,Apply Explain blow moulding with suitable sketch.,0,Remember Explain with example trie.,3,Analyze Describe the limitations of using ribozyme as a catalyst. ,1,Understand There are two restaurants next to each other.,0,Remember Explain operation of capture mode of PIC18FXX microcontroller along with diagram.,3,Analyze Define Cast Iron?,0,Remember What is the necessity of ADC in the architecture of a microcontroller?,0,Remember Describe the meaning of 'design'. ,0,Remember Explain in brief use of raw materials in manufacture of soap.,0,Remember Write a Java program for class Rectangle to calculate area for Rectangle.,2,Apply Describe photo interpretation elements of aerial photographs.,0,Remember Explain the impact of use of electric vehicles on power grid.,3,Analyze “Millennials and kids are important market segments for e-marketers”. Discuss on the above statement. ,1,Understand The following marks have been obtained by a class of students in 2 papers of mathematics.,2,Apply Explain influence of geological conditions on the choice and type of dam.,3,Analyze What is Plate linearization curve and its requirement in prepress?,0,Remember Differentiate between SCADA and HMI.,3,Analyze Find the expected value of the sum of the faces obtained when two fair dice are tossed simultaneously.,2,Apply Draw the hexapeptide Gly-Phe-Asp-Leu-Ala-Glu. Identify the formation of hydrogen bonding in an a-helix form of this hexapeptide.,1,Understand State and explain the properties of CDF.,2,Apply Explain the architecture of PLC with neat diagram.,0,Remember Explain the use of profile projector with neat sketch.,0,Remember Explain the function of SBUF and SCON registers in detail.,1,Understand How Defects are managed?,0,Remember Discuss any 2 of the following in detail.,0,Remember Explain construction and working of Francis Turbine with application.,0,Remember Discuss the architecture of Pentium 4 processor.,1,Understand Explain the following Equality predicates using a suitable example.,3,Analyze Explain in details FIVE (5) ways to make a brand name effective.,1,Understand Explain the phenomenon of spontaneous polarization in ferroelectric materials.,1,Understand Discuss how curing can maintain quality and minimize decay of potato tubers in the postharvest stage. ,1,Understand Construct an executive remuneration package using the remuneration framework as a guide. ,2,Apply Derive the condition for maximum starting torque for three phase induction motor.,3,Analyze Explain magneto ignition system and state its advantages and disadvantages.,0,Remember Determine resultant current i(t) if switch is closed at t = 0. In R-L-C series circuit Fig. 6 by using Laplace transform.,2,Apply What is meant by reactance voltage in ease of commutation in DC machine?,0,Remember Assume that the probability of an individual coal miner being killed in a mine accident during a year is 1 2400.,2,Apply Two parallel shafts having centre distance 5 meters are connected by open flat belt.,2,Apply What is a user defined exception?,0,Remember Explain applications and selection criterion of valves in robotics and automation systems.,0,Remember Explain the Mandatory of Product Adaptation. ,1,Understand Explain the different probes used for CRO.,2,Apply A die is tossed 300 times gave the following result.,2,Apply "Imagine that you are a relative of an older adult who survives stroke, suggest FOUR (4) strategies to further promote the wellbeing of the individual. ",5,Create State the desirable properties of cutting tool material.,0,Remember There are several benefits for the statement of aims and learning outcomes in a lesson. Evaluate FIVE (5) benefits. ,4,Evaluate Create hash task and resolve collision using linear probing with replacement.,2,Apply "Name a commercially available software or an open-source software that does the computational analysis of flows of hydraulic engineering and explain what it is used for, what equations based on what assumptions it uses and how then are solved. ",1,Understand Explain any two speed control techniques used in wind turbine to extract maximum power.,1,Understand With suitable diagram explain construction and working of LVDT.,1,Understand Explain types of price discriminations.,1,Understand "Compare the crippling loads given by Euler’s and Rankine’s formulae for a steel strut 2.5 m long having outer & inner diameter as 40 mm and30 mm respectively loaded through pin jointed at the ends. Take yield stress as 320 N/mm 2 the Rankine’s constant 1 7500, E = 2 × 105 MPa.",3,Analyze Explain how synchros can used as Error detectors.,1,Understand Discuss THREE (3) differences between futures and forward contracts.,1,Understand Write a Java program to accept values inside the multidimensional array.,2,Apply Determine the Fermi level (in eV) of the doped semiconductor and draw the energy band diagram. ,2,Apply Write FOUR (4) purposes of poster. ,0,Remember Summarise the challenges of global advertising. ,1,Understand State THREE advantages of pregnancy diagnosis in animal breeding. ,0,Remember State classification of cleansing compounds.,0,Remember Explain the need of level shifting stage in op-amp. Explain any one circuit for the same.,0,Remember You are appointed to identify building defects for a new building. Briefly identify SIX (6) common construction problems you would expect for modern buildings. ,1,Understand Explain in detail about language features for programming in the large for Ada programming.,1,Understand What is a stack?,0,Remember Explain the concept of GMD and GMR for inductance calculation.,0,Remember Discuss on unfavorable geological conditions for reservoir area of dam.,3,Analyze Obtain the line of Regression of y on x for the following data.,2,Apply Explain in brief the effect of wet adhesives on paper and board.,0,Remember Compare React JS and Angular JS and Vue JS.,2,Apply Write down a C++ program to implement operator overloading for complex class.,2,Apply Draw the block diagram of LM317 and explain in detail.,0,Remember Differentiate between Battery EV and Hybrid EV.,0,Remember Define PDF and CDF.,0,Remember Difference between Real Mode and Virtual 8086 Mode.,0,Remember State and write properties of materials used for solders and materials used for different types of fuses.,0,Remember For the circuit diagram as shown in the Fig.,2,Apply Explain FOUR (4) categories of unintentional crisis. Provide your answer with an appropriate example for each category. ,1,Understand Explain digital control system in detail.,0,Remember Explain and differentiate between TWO types of aggregations when colloidal particles are unstable.,3,Analyze Explain the stepper motor interfacing with PIC18FXX microcontroller with suitable diagram.,3,Analyze Draw the sketch of stair.,2,Apply Determine the intrinsic value of KMK Corporation's common stock. ,2,Apply What methods are used to measure microbial population.,0,Remember What is Minimum Spanning tree?,0,Remember What do you meant by retrofitting of concrete?,0,Remember Write a note on Rain Water Harvesting and its importance.,1,Understand A gas expands isothermally against a constant external pressure of 1 atmosphere from a volume of 10 dm 3 to a volume of 20 dm3.,0,Remember Contrast B-mode and A-mode ultrasound systems. ,1,Understand Explain importance of project Management and how to manage project risk.,0,Remember What are types of memory fragmentation?,0,Remember Describe working of monostable multivibrator with necessary diagrams and derivations.,1,Understand Give detail classification of Heat Exchanger.,2,Apply Discuss the significance of topological sorting.,0,Remember What is the duty cycle of a motor?,0,Remember Derive the expression for torque developed in a three phase induction motor under running conditions.,3,Analyze Derive an expression for thermal efficiency of Diesel cycle.,3,Analyze "Internal control system is among the most prominent monitoring mechanisms in promoting effective corporate governance. Assuming you are the manager of purchasing department, provide TWELVE (12) recommendations on how to prevent staffs from making personal gains from their positions.",5,Create Differentiate between distance vector and link state routing.,3,Analyze Write short note on Satellite Alloys?,0,Remember What is queue?,0,Remember Differentiate between open mould and closed mould process.,3,Analyze State types of thermosetting resins.,0,Remember Elaborate on the challenges faced by EV technology in present context.,0,Remember Illustrate process reaction curve tuning method in detail.,1,Understand Write short note on applications of recorders.,2,Apply Construct a binary tree from the given traversal.,2,Apply Draw and explain the forward feed multiple effect evaporator.,0,Remember Explain the concept of instruction pipelining with diagram.,0,Remember Discuss insulating materials used for transmission line.,1,Understand Discuss the design procedure of spur gears.,3,Analyze Derive an expression for capacitance of three phase line when conductors are unsymmetrically spaced but transposed.,3,Analyze List the types of Abstract Data Type and explain them in brief.,2,Apply Describe focused task and how it can be used to teach grammar for low proficiency students. ,0,Remember Draw and explain construction of FET with its characteristics.,1,Understand Support your answers with ONE (1) example in everyday life for each theory. ,4,Evaluate Explain the construction and working principle of Epicyclic Train Dynamometer with neat sketch.,1,Understand "The substrates of allosteric enzymes exhibit positive cooperativity. Explain positive cooperativity in terms of subunits, conformation, and activity of the active site. ",1,Understand What are the functions of HMI.,0,Remember Explain the concept for the nature of building characteristics. ,1,Understand Explain four quadrant operation of motor driving a hoist load.,0,Remember "There are several factors that influence language teaching and language learning. Name and briefly explain the FIVE (5) external factors that you would consider when teaching English Language. ",1,Understand With a neat block diagram explain AC voltage measurement using 8051 microcontroller.,2,Apply Discuss in details what Accounting Information Systems (AIS) is. ,1,Understand A certain feedback system is described by the following transfer function.,0,Remember Explain the principle and application of TLC.,2,Apply Distinguish between ‘load bearing wall' and 'non-load bearing wall’. ,3,Analyze Explain the purposes of scaling. ,1,Understand Explain necessity of transposition of line conductors in three phase lines.,1,Understand Explain interrupt structure of 8051 microcontroller with neat diagram.,0,Remember Analyze the continuous beam ABC shown in figure 5 by moment distribution method.,3,Analyze State and explain Initial value theorem and final value theorem.,0,Remember Describe in brief general polymerization process.,1,Understand Explain the stack organization and enlist instructions related to stack.,1,Understand What is difference between starvation and deadlock?,3,Analyze Two tangents intersects at a chain age of 1320.,2,Apply Explain the formation of phosphodiester bonds with a suitable example.,3,Analyze A simply supported beam of length 2m is supported at its end and a u.,2,Apply With suitable diagram explain constructional details of 3 phase squirrel cage induction motor.,2,Apply Calculate the balance of trade when the economy is at equilibrium and interpret the answer. ,2,Apply Explain the below methods in detail.,3,Analyze Compare SRAM and DRAM.,3,Analyze "Explain how the Utilize technology, media and materials stage in ASSURE model can help creating a more effective teaching and learning environment. ",1,Understand Describe the components involved in the formation of a folded enzyme. ,1,Understand "Use 4th order RK method to estimate approximate value of y for x = 0.1 with step size is 0.1, if dy/dx = x + y2 given that y = 1 when x = 0.",2,Apply Describe the formation of an aquatic dead zone. ,1,Understand Explain the method of monitoring inventory levels in retails stores.,1,Understand "A wall with a smooth vertical back, 10 m high, supports a purely cohesive soil with c = 9.81 kN/m2 and  = 17.66 kN/m3. Determine total active earth pressure against the wall and position of zero pressure beforeformation of tension crack.",2,Apply "Explain the reason why it is not necessary to include product cost (price or price times quantity) in the EOQ model, but the quantity discount model requires the inclusion of product cost. ",1,Understand Define profit. Briefly explain how accounting profit is different from economic profit.,1,Understand Identify FIVE (5) lists giving advices of how organization can cominunicate with the public during the crisis. Explain your answer with ONE (1) example for each advice given. ,1,Understand Differentiate between venturimeter and Orificemeter.,3,Analyze Explain the use of scaffolding in construction. ,1,Understand Explain with diagram the process scheduling in Linux.,0,Remember Explain hydrograph and flow duration curve with example.,0,Remember Calculate the heat transfer from 60 W from incandescent bulb at 115ºC to ambient air at 25ºC.,2,Apply Which of the following is not the value of correlation coefficient between x and y?,0,Remember Write THREE (3) categories of color. ,0,Remember Write short note on index cutting process.,0,Remember What are the objectives of hydrographic survey?,0,Remember Explain any two methods of speed control of DC shunt motor.,0,Remember A blue solid cube with dimensions of 10.0 x 10-9 m was dispersed into water to become colloidal particles with dimensions of 1.0 x 10-9 m. Calculate the changes of surface area to volume (surface / volume). ,2,Apply The Higgs Report (2003) is among the first report that discusses the importance of Senior Independent Non-Executive Director (Senior INED). Analyse the rationales of having Senior INED in a company. ,3,Analyze Define Basic work content.,0,Remember Find the Z Parameters for the Network Shown.,2,Apply Discuss feasibility of DAM in folded areas.,3,Analyze Solve the system of equations by Gauss Jordan method,2,Apply Relate FOUR (4) disadvantages of Web-based learning as an emerging digital technology used in teaching and learning.,1,Understand Compare Forward Chaining and Backward Chaining.,3,Analyze Explain the types of Capital.,0,Remember Explain construction and working of LVDT with neat diagram.,1,Understand Define Serializability.,0,Remember State any six properties of Fourier Transform.,0,Remember List FIVE (5) elements in downward communication.,0,Remember In the toggle mechanism shown in Fig.,2,Apply A transmission line has a span of 220 m between level supports.,0,Remember Explain MIG welding processes with a neat sketch.,0,Remember Explain the interrupt structure of PIC18 along with IVT.,2,Apply Discuss FIVE (5) types of “Non Destructive Test equipment and how they can be used to aid the sensory indicators of building defects.,1,Understand Explain the FDI in Infrastructure.,0,Remember What are the various types of mixers used for paste and plastic materials?,0,Remember Explain the internal diagram of IC 7490.,0,Remember List out the properties of continuous time Fourier Series.,1,Understand Explain Architecture of Distributed database system.,3,Analyze Determine whether the graphas G and H displayed in Figure are isomorphic or not?,3,Analyze Explain with example trie tree.,0,Remember "If u = 1 2 log ( x2 + y2), find V such that f (z) = u + iv is analytic function. Express f (z) in terms of z.",2,Apply Write short note on Invar?,0,Remember Determine the possible number of unique zygotes that could be produced upon successful mating. ,2,Apply "There are three common types of brick in Malaysia, namely common brick, facing brick and engineering brick. Differentiate the properties and the applications among them. ",3,Analyze Explain in brief the frame size selection criteria for screen printing process.,2,Apply The average rate of inflow during 12 months for a river are as under,2,Apply Explain the followings terms related to refrigeration.,0,Remember Define ABCD parameters and Hybrid parameters of two port networks.,0,Remember What is the different usage of Virtual Reality?,0,Remember Write a note on necessity and types of transition curves.,0,Remember Explain the following A VL tree rotations with example.,1,Understand Enlist the intermediates of glycolysis.,0,Remember Design the clocked sequential circuit for the state diagram using T flip flop.,2,Apply Compare with a neat sketch pressure forming process over vacuum forming process.,3,Analyze Draw the block diagram of a regulated dc power supply and explain the function of each block in it.,0,Remember Explain the types of Lighting Scheme with diagrams.,0,Remember Show with the help of potential energy diagram staggered conformations more favoured over eclipsed conformation of propane.,0,Remember Determine which Angus bull is the heaviest. Justify your answer.,4,Evaluate Explain STEP with scope and Architecture.,0,Remember Explain Ammonia synthesis converter with a neat figure.,0,Remember How to perform Analysis of Financial performances.,3,Analyze "The resisting force R of a supersonic plane during the flight can be considered as dependent upon the length of the aircaft l, velocity V , air viscosity μ, air density ρ, and bulk modulus of air K. Express the functional relationship between these variables and the resisting force.Use Buckingham’s Π Method",3,Analyze List out the factors affecting electro deposition.,0,Remember List properties of light.,2,Apply Explain the basic method for implementing paging.,0,Remember Explain the virtual memory system with suitable diagram.,0,Remember Discuss the role of hydraulic engineering in the sustainable development and preservation. ,1,Understand Calculate the equilibrium level of income for this economy. ,2,Apply What is mean by Interface in Java?,0,Remember Compare frequency modulation with phase modulation.,3,Analyze The general objective of inventory control is to minimize the total cost of keeping the inventory while making trade-offs. Elaborate the FOUR (4) major categories of cost in inventory control. ,1,Understand What are the software design quality attributes and quality guidelines?,0,Remember Convert the following infix expressions to postfix and show the contents of stack for each operation.,2,Apply An axial pull of 20 kN is suddenly applied on a steel rod 2.,2,Apply List down the types of mesh used in screen printing process and explain in brief their advantages and disadvantages.,0,Remember Sketch the Type I isotherm and provide a brief description of its nature and the processes that gives rise to the isotherm. ,2,Apply A pipe of diameter 300 mm and length 3500 m is used for transmission of power by water.,2,Apply The water surface levels of two reservoirs differ by 12 m.,2,Apply Propose TWO (2) strategies to resist persuasion. ,5,Create What do you mean by equality of sets.,0,Remember Construct the binary search tree from the following elements,2,Apply Define and write down importance of polymers in various industries.,0,Remember Give properties and application of PVC and polyethylene.,1,Understand Describe the FOUR (4) main phases of The Hawthorne Studies. Support your description with the significance of each of the phases. ,4,Evaluate Draw & describe TMOD register.,0,Remember What is the ambiguity that arises in multiple inheritance?,3,Analyze Explain relay interfacing with 8051 microcontroller.,0,Remember Differentiate between nucleotide and nucleoside.,3,Analyze Explain following with diagram.,0,Remember Write a note on lapping process.,0,Remember Explain the importance of hydrograph for the installation of hydroelectric power plant.,1,Understand Show that the vector field F = (8xy + z4) i (4x2 – 2) j + (4xz3 – y) kis irrotational. Find scalar potential function .,2,Apply Enlist the limitations of the prevalent survey techniques and also give advantages of Space Based positioning System?,0,Remember Propose and explain a suitable enzyme-substrate interaction model for enzyme X.,5,Create Explain CPLD with the help of neat logic diagram.,1,Understand Explain with example the significance of priority queue over simple queue.,3,Analyze Explain in detail Ultrasonic flow inspection test for testing of Engineering materials.,2,Apply Explain types of densitometers.,0,Remember Draw line code formats for 10110100.,0,Remember Derive the relation between unit step function and unit ramp function.,3,Analyze Critically discuss on human's need to maintain a temperature of 37°C. Provide TWO (2) points. ,3,Analyze Draw the flow sheet for manufacturing of Cemented Carbide.,0,Remember Velocity of slider D and angular velocity of link CD.,2,Apply Discuss “Taylor’s Stability Number” for stability analysis of finite slope.,0,Remember What is indicator microorganism and explain its significance in water microbiology.,3,Analyze Write a structure for stack using array. Write PUSH and POP function for stack using array.,2,Apply Explain the processing of eukaryotic mRNA transcripts prior to translation. Indicate the chemical bases for each step. ,1,Understand What is back emf in DC motor? State its significance?,0,Remember Treating emotion as a useful concept is challenging. Critically discuss why treating emotion as a useful concept is challenging. Provide TWO (2) points. ,1,Understand Differentiate between repurchase agreement (repo) and reverse repurchase agreement. ,3,Analyze Explain the procedure for finding out tachometric constant.,1,Understand Define creep of concrete. What are the factors affecting on creep of concrete?,0,Remember List THREE types of Atomic Force Mircroscopes (AFM).,0,Remember Oxidation is one of the most important thermal processes. Briefly explain the TWO (2) types of oxidation process. ,1,Understand Differentiate between active and passive filter.,3,Analyze Explain the various factors that influence the delay period in C.,1,Understand Explain principle of resistance welding.,1,Understand Daniel Kahneman and Amos Tversky believe that many stock investors are far from fully rational. Explain FOUR (4) common factors that create irrational market behavior. ,1,Understand Draw and explain IPv4 header format.,0,Remember "Based on the social learning perspective, propose a strategy that able to reduce or eliminate prejudice. Support your strategy with ONE (1) relevant example. Elaborate your example in details. ",4,Evaluate List the properties of distribution function.,1,Understand Calculate the machining time required for 3 passes while reducing 60 mm diameter shaft to 50 mm diameter for a length of 1200 mm with depth ofcut of 2 mm for rough cut and 1 mm for finish cut.,2,Apply What is monochromatic emissive power?,0,Remember How the following measurement can be done using CRO:,0,Remember Evaluate if the contact is ohmic or rectifying (Schottky diode) in nature. Provide the analysis and support your answer with calculation,4,Evaluate Classify and briefly explain different computational methods used in analyzing flows in hydraulic engineering. ,1,Understand Describe the advantages and disadvantages of foliar application in fruit crops. ,1,Understand Estimate the magnitude of the bed shear stress by making necessary assumptions and justifications. ,2,Apply Define hardenability.,0,Remember Sketch ONE (1) organic object in one layout to show harmony in shape and color. ,1,Understand Write short note on combination folding machine.,0,Remember A trapezoidal channel has side slopes 1 to 1.,2,Apply Difference between unavailable and available energy.,0,Remember List down FIVE (5) types of concrete admixture. ,0,Remember What is the effects of faulting and their significance in civil engineering.,0,Remember Write a short note on Basic operation of Power Amplifier LM 380.,0,Remember Explain the effect of loading on induction motor.,1,Understand Explain FM generation by Armstrong method with neat block diagram.,0,Remember How interrupts are handled in protection mode.,3,Analyze State and write properties of electrical carbon materials and materials used for Lamp Filaments.,0,Remember "Discuss the importance of shikimate pathway, a primary metabolism pathway related to plant secondary metabolism. ",1,Understand What is symbiosis?,0,Remember Identify TEN (10) tips during the press conference. ,0,Remember Explain the process of material procurement in construction project.,1,Understand Derive an expression for flux linkages due to signle current carrying conductor.,3,Analyze Determine the vertical and horizontal deflection at point ‘C’ for the truss shown below.,2,Apply What is Screening Frequency?,0,Remember The unemployment problem can be overcome by increasing the aggregate output in a country. Explain THREE (3) multiplier concepts that can be applied in this problem. ,2,Apply Discuss various types of flow with example.,0,Remember Write Note on Aluminum and its Alloy.,0,Remember "Discuss FIVE (5) principles that are central to relational leadership by Komives, Lucas and McMahon (1998). Provide ONE (1) example for each principle. ",1,Understand Describe the THREE (3) elements of problem structure of a company. Contrast a structured problem to an unstructured problem. Discuss briefly which levels of management typically deal with structured problems and with unstructured problems. ,3,Analyze "Compare the gravity retaining wall, semi gravity retaining wall and cantilever retaining wall in the aspects of shape design, maximum height and method of construction. ",1,Understand A hollow circular shaft has an external diameter of 120 mm and internal diameter of 100 mm.,2,Apply Why is CO2 Gas supplied in animals cell culture?,3,Analyze Describe in detail core drilling method of subsurface geological exploration with its significance.,1,Understand Define geodetic survey and state its objectives of study.,1,Understand Identify and explain FIVE (5) countries that ban advertising to children. ,1,Understand Derive an expression for sag in case of overhead transmission line when the supports are at unequal level.,2,Apply Explain the working of hydrogen fuel cell.,0,Remember Suggest FOUR (4) strategies that improve adolescents' sleep from the physiological psychology perspectives. ,5,Create "Suppose prices of two goods are constant, explain what will happen to the budget line if there is an increase in consumer's income. Support your answer with an appropriate diagram. ",1,Understand How virtual Memory is managed using paging.,1,Understand Draw neat diagram of three phase full wave bridge rectifier with R load and explain its working.,1,Understand Write a program to clear 10 RAM locations starting at RAM address 20H.,2,Apply Describe the ARM design philosophy.,0,Remember How are magnetic materials classified based on relative permeability?,0,Remember Determine the Fourier transform of the following continuous time signals.,2,Apply Explain cavitation and NPSH in pump.,0,Remember Describe the following systems in renewable energy system.,0,Remember Write a short note on sequential memories.,0,Remember Explain the construction and working of linear induction motor with the help of suitable diagrams.,1,Understand What will be the effects of faulting on civil engineering structures?,3,Analyze Briefly explain the Auger process. ,1,Understand In Wien bridge at balanced condition the values of components in bridge arms are as follows.,2,Apply What is DRAM? What are its advantages and disadvantages?,0,Remember ABC inventory analysis is one of the methods used by manufacturing companies for effective inventory management. Explain your answer. ,1,Understand What is fluidization and minimum fluidization velocity?,0,Remember Explain how nodes can be remove in tail reference using example.,4,Evaluate Compare the thermosetting plastics and thermoplastic.,3,Analyze Define and explain 'Fiscal Policy' in terms of its objectives and differentiate between the 'Discretionary Fiscal Policy' and 'Automatic Fiscal Policy'. ,3,Analyze Describe the main disadvantage of palm oil with an indigenous broad melting interval ranging from -20 to 50°C. Refined palm oil is further processed to improve its marketable value. Discuss this process in relation to the secondary products from refined palm oil. ,1,Understand Given the pdf for different X values as follows.,2,Apply Propose an admixture to increase the workability of concrete in the fresh state without reducing the engineering performance of the hardened concrete. ,5,Create List and explain TWO simple techniques used to prepare colloids by mean of dispersion. Use simple diagrams to clarify the explanation.,1,Understand Explain any two detectors used in gas chromatography.,0,Remember Describe with neat circuit diagram Schering bridge.,1,Understand What is a servo motor?,0,Remember Explain Gauss Jacobi method for the solution of linear simultaneous equations.,0,Remember What is navigation and manipulation interfaces in virtual reality system?,0,Remember A cascade of zymogen activation occurs both with digestive proteases and blood clotting proteases. List THREE advantages of this activation.,0,Remember State the limitations of array. Draw and explain double linked list.,0,Remember Draw the ladder diagram for traffic light controller for following Switch I1 is used to start and I2 is used to stop the cycle.,2,Apply Explain the function of a shift register.,1,Understand How 80386 performs task switching operation?,0,Remember List the major forces acting on the concrete body of the dam excluding earthquake and wind forces. ,1,Understand Represent the following graph using the adjacency matrix and adjacency list.,2,Apply Examine traditional warehouse layout and cross-docking layout. ,3,Analyze Explain coordinate system with types in brief?,0,Remember Write a short note on survey for drainage line work.,1,Understand "New issues are called primary issues, that reflect to the first issued of security in the primary market. Elaborate the steps of bringing a new security to the market. ",1,Understand Explain the working of OPAMP as comparator.,1,Understand "With suitable examples, briefly discuss the importance of soil aeration.",1,Understand Write a description about the following String methods in Java with suitable example.,1,Understand State the importance of allowances for pattern making.,0,Remember Discuss Distance Vector Routing protocol in detail.,3,Analyze Describe the TWO (2) key differences between perfect competition and monopolistic competition. ,1,Understand What are the responsibilities of a safety manager on construction sites?,2,Apply Explain cutting variables.,0,Remember A coin is tossed three times. Write the sample space which gives all possible out comes. A random variable X. Which represents the numberof heads obtained on any tripple toss. Calculate and draw the CDF andPDF.,2,Apply What is an exception?,0,Remember Discuss Homeothermy rule for substitutional solid solutions?,0,Remember Explain in details Solenoids and Photocells.,0,Remember Write note on Artificial intelligence in automation.,0,Remember Draw layout of hydroelectric power plant and explain functions of different components.,1,Understand Explain in brief procedure of setting out of tunnel centreline and transferring underground?,2,Apply Explain the construction and working of three phase Synchronous motor?,0,Remember State sampling theorem and discuss its types.,1,Understand Explain TWO theories of causal attribution that was proposed by Jones and Davis (1965) and Kelley (1972). ,1,Understand "Define cut in, cut out and rated speed as applied in wind energy system with suitable diagram.",0,Remember Describe eye pattern Graphical Display of Inter Symbol Interference with diagram.,0,Remember Explain construction of dynamo meter type wattmeter with neat diagram.,1,Understand Discuss the Causes of Gear Tooth Failure.,0,Remember Which are the common magnetic materials?,0,Remember Give the appropriate formula to calculate the kinetic energy of sodium. ,1,Understand Solve the following set of linear simultaneous equation using the Gauss Jacobi method.,2,Apply Write pseudo code for BFS of a graph and explain it with suitable example.,0,Remember What is the difference between analog instruments and digital instruments?,0,Remember Discuss the differences between a stick diagram and an actual layout. ,1,Understand Explain error handling during file operation.,1,Understand When do designers think in shapes and signs.,3,Analyze Explain traversal operations in a singly linked list.,0,Remember Write program to transfer letter ‘T’serially 10 times at baud rate of 4800. Use serial port in mode 1. XTAL=12MHz.,2,Apply "Distinguish between PAM, PWM and PPM.",0,Remember List out Key features of UDP Protocol.,0,Remember Identify THREE (3) building related statutory laws in Malaysia.,1,Understand The expected number of matches those will be won by India in a series of five one day matches between India and England is three.,0,Remember Analyze and explain the critical purpose of the components design of a raking shore to avoid façade retention failure. ,3,Analyze "Comment on the values that were generated for “Identities” and “Positives"". ",4,Evaluate The probability density function of a random variable 'X' is given by ()1 0o t h e r w i s exfxx aa=£ =,2,Apply Draw interfacing diagram of ADC and draw a flow chart to read ADC.,1,Understand State the various types of non-destructive tests carried on hardened concrete. Explain ultrasonic pulse velocity test with its limitations.,0,Remember What is viscosity of ink?,0,Remember What is instruction-level parallelism? What is the difference between superscalar and pipelined?,0,Remember Discuss factors which could contribute to changes in the sugar compositions of cocoa beans during fermentation. ,1,Understand Draw isothermal time temperature transformation diagram?,0,Remember How to calculate simple and compound interest?,0,Remember "With the neat diagram, explain principle of working of thermocouple. Give its examples along with the temperature ranges.",0,Remember Explain Velocity Image Principle with neat sketch.,0,Remember Explain the following number predicates using suitable example.,0,Remember Draw a neat sketch showing variation of drag coefficient with Reynolds Number for flow around circular cylinder.,2,Apply Explain FIVE (5) disadvantages of out-of-home (OOH) advertising. ,1,Understand Describe FIVE (5) techniques to achieve dominance. ,0,Remember Determine the gate oxide capacitance.,2,Apply There is always an appeal for institutional shareholders to assume an active role in corporate governance. Create a list of key recommendations for institutional shareholders activism based on Myners Report (1995).,5,Create Write a short note on interrupt structure of 8051.,0,Remember With the help of pin diagram explain the functions of Operational Amplifier.,3,Analyze Explain THREE (3) conditions where cantilever scaffolding is applied. ,1,Understand Draw a line plan to a suitable scale for single story bank building.,2,Apply List down ALL types of brick wall and give explanations for each type of the wall. ,1,Understand List and discuss briefly FIVE (5) learner-related factors when conducting an English lesson to a class of Form Two students. ,1,Understand Draw an expiry profit diagram for the GCB bank’s position. ,1,Understand If 1G(S)H(S) .(s 1)s Find Resonance peak and resonance frequency.,2,Apply What are the problems in RIP?,0,Remember What is real time OS?,0,Remember What is adjustable cushioning of air cylinder?,0,Remember If the probability that an individual suffers a bad reaction from a certain injection is 0.,2,Apply What is meant by controlled access?,0,Remember Derive the torque equation of for DC motor.,3,Analyze Provide the objectives of building maintenance. ,1,Understand Explain the rules for constructing the ladder diagram of PLC.,0,Remember Explain carnot cycle with PV and TS Diagram.,1,Understand State the limitations of Fourier Transform and need of laplace transform.,0,Remember Explain direct access file organization.,3,Analyze Explain function over loading & function overriding in detail.,0,Remember Construct an AVL Tree by inserting numbers from 1 to 8.,2,Apply "The following observations were made using a tacheometer fitted with an analytic lens, multiplying constant being 100.",2,Apply “The US dollar hit its highest levels in years shortly after Donald Trump won the presidential election in November 2016.” The statement above refers to the strong dollar scenario. Explain the pros and cons under this scenario. ,3,Analyze Draw an image using light and shadow to describe form most closely simulates how we perceive forms in nature. ,1,Understand Explain the Oxidation of Saturated Fatty Acids with its Four Basic Steps.,3,Analyze "Give FIVE (5) examples of how a song can enhance a literature class, with an elaboration for each example given. ",1,Understand Compare Induction hardening and Flame hardening.,3,Analyze What is concurrency control?,0,Remember State the procedure for tacheometric contouring?,2,Apply State detail classification of transducers.,1,Understand Write the comparison between Annealing and Normalizing.,3,Analyze Draw and explain the block diagram of digital control system.,1,Understand A plane element is subjected to stresses as shown in figure 6.,2,Apply Define Nanotubes in detail and write down its applications in detail.,0,Remember Discuss FOUR (4) risks involved in trading US-dollar denominated crude palm oil futures contract (FUPO). ,1,Understand "Analyse the usage of a reading passages to enhance reading and thinking skills for Form 4 students with a high proficiency level. ",3,Analyze The principal tensile stresses at a point across two perpendicular planes are 100 MPa and 50 MPa.,2,Apply Explain construction and principle of working of Centrifugal pump.,0,Remember List down THREE (3) methods of excavation. ,0,Remember Explain the working principle of superhetrodyne receiver.,1,Understand RCC frame structure.,0,Remember Explain THREE (3) difficulties in calculating national income accounting. ,1,Understand Discuss political risk in the Political-Legal Environment of the Host Country. ,1,Understand Proline and glycine are prevalent in beta-turns of protein structures. Comment on the statement. ,4,Evaluate Write short note AT commands required for GSM.,0,Remember Implement a program for maintaining a database of student records using Files.,2,Apply What does GPU stand for?,0,Remember The number of computer science books borrowed from a library during a particular week is given below.,2,Apply Explain screw compressor with neat sketch.,1,Understand Scaffolding is a temporary frame constructed to support a number of platforms at different heights and to provide workers a safe platform from which to work. Name any FOUR (4) types of scaffolding used in construction industry. ,0,Remember Static and dynamic tree tables with suitable example.,0,Remember Explain all types of minor losses in pipe.,1,Understand Explain Architecture of parallel databases.,0,Remember Explain the types of construction excavation. ,1,Understand Explain how Binary space partition algorithm is used to remove hidden surfaces.,1,Understand State the Flexural formula and explain the meaning of each term in it?,0,Remember Draw a faced-centered cubic (FCC) cell. Calculate the packing fraction of the FCC cell. State any assumptions you have made and explain your calculations. ,2,Apply State any four significant features of Arduino IDE.,0,Remember Draw the block diagram of Hardwired control unit.,0,Remember Briefly explain the function of pH sensors in measuring the acidity or alkalinity of a solution with diagram.,1,Understand The internal and external diameter of the impeller of a centrifugal pump are 200 mm and 400 mm respectively.,2,Apply Find the values of the following using modular arithmetic.,2,Apply Consider a zero coupon bond with a par value of $1000 that has a current price of $436.19 and matures in 10 years. Compute its yield to maturity. ,2,Apply Soil organic matter content will differ depending on environmental conditions. Justify with TWO examples. ,4,Evaluate Define term base load and peak load plants .,0,Remember Discuss in detail preliminary geological investigations of tunneling.,0,Remember Find the Fourier Transform of a constant signal AO.,2,Apply Explain applications of remote sensing in civil engineering.,1,Understand Explain why contango and backwardation happen in the commodity market. ,1,Understand A feedback control system is described as.,0,Remember Explain Unit Testing?,1,Understand Derive the thermodynamic equation for Depreesion in frizzing point of solution.,5,Create Explain rotation about an arbitrary point in 2D.,0,Remember State the composition of the following steel which is specified as per Indian Standard Designation System.,0,Remember A 2m long column has a circular cross section of 6cm diameter.,2,Apply Define the chemical interaction indicated by the arrows. Identify the binding region of an antigen on the antibody structure.,1,Understand Write the requirements of root.,0,Remember How are Hydroelectric power plants classified?,0,Remember Define Magnitude response and phase response.,0,Remember Define fixed and variable voltage regulator.,0,Remember Explain working of LVDT and quote its any two applications.,1,Understand Determine the complex exponential Fourier Series for periodic Rectangular pulse train shown below.,2,Apply Explain Pre-emptive shortest Job First scheduling algorithm in detail.,0,Remember Explain control valve characteristics with neat sketch in brief.,0,Remember What is parallel projection?,0,Remember How is the pH of titration mixture claculated at various stages druing strong acidweak base titration.,2,Apply A solid cube with dimensions of 10.0 nm was dispersed into water to become colloidal particles with dimensions of 1.0 nm. Calculate the changes of surface area to volume (surface / volume). ,2,Apply A generating station has a connected load of 43MW and maximum demand of 20MW.,2,Apply Immobilization enables industrial enzymes to be used repeatedly. List THREE advantages of immobilized enzyme and give an example of large scale application of immobilized enzyme in industry.,1,Understand With neat phasor diagram explain balanced slope detector in FM.,0,Remember Explain the effect of stereotyping young teenage in advertising on society. ,1,Understand Define cation exchange capacity (CEC) and discuss how CEC influences the status of nutrients in soil. ,1,Understand Why chucks are used?,0,Remember Explain significance of dipping strata in site selection for construction of dam.,1,Understand What is constructor?,0,Remember There are TWO (2) common methods used in the semiconductor industry to fabricate single crystal silicon. Analyze the advantage and disadvantage of both methods. ,3,Analyze Define welding.,0,Remember Explain the procedure for unconfined compression test with neat sketches.,1,Understand Explain Bisection method for solution of transcendental equation with graphical representation.,1,Understand Suggest FOUR (4) strategies that facilitate healthy adolescence development from the physiological psychology perspectives. Elaborate your answers with examples. ,5,Create How packaging is promoting the product in market explain in detail.,3,Analyze Explain any three lathe operations with sketch.,1,Understand "Illustrate with a drawing the biochemical pathway for natural rubber biosynthesis, beginning with acetyl CoA. ",1,Understand A class has 12 boys and 4 girls.,2,Apply The mean and variance of Binomial distribution are 4 and 2 respectively.,0,Remember Explain various methods of improving string efficiency.,1,Understand Explain functioning of LM 317 as a voltage regulator.,0,Remember Explain practical differentiator circuit with neat diagram?,3,Analyze Explain any three operations on sequential file organization with example.,0,Remember find the moles of oxygen theoretically required to burn100 kg of coke completely?,2,Apply Enlist graph traversal techniques and explain briefly.,0,Remember "Suppose heights of students follows normal distribution with mean 190 cm and variance 80 cm 2. In a school of 1000 students, how many would you except to be above 200 cm tall? (Given, z = 1.1180, A = 0.3686).",2,Apply Explain the marginal cost relationship with average variable cost (AVC) and average total cost (ATC). Support your answer by using an appropriate diagram. ,1,Understand What is a friend function?,0,Remember Analyze THREE (3) factors that can affect the option premium. ,3,Analyze The bar has a diameter of 40mm.,2,Apply Elaborate on the concept of combining segment protection and page level protection in 80386.,3,Analyze Briefly explain why does surface tension remain constant once critical micelle concentration (CMC) is reached.,1,Understand Write sudo code for inserting a node in binary search tree.,2,Apply """Assume that there is one dominant firm in the industry that sets the price and then all the other firms in the industry behave like perfectly competitive price­ taking firms"". By using appropriate diagrams, explain the underlying assumptions of the model stated in the statement.",1,Understand A 250 V DC Shunt motor takes a current of 6 Ampere and runs at 1200 rpm.,2,Apply What is solid modeling?,0,Remember Explain DOE method of concrete mix design.,0,Remember Enlist the benefits and costs of Inheritances.,0,Remember Define hardenability?,0,Remember A pipe line carrying water has average height of irregularities projecting from the surface of the boundary of the pipe as 0.,4,Evaluate Explain the working of armature controlled D.,1,Understand Explain the following laws with suitable diagram.,1,Understand Stock market serves as an important predictor of economic activities. Explain how the stock market values can predict real economic activity. ,1,Understand "Explain one (1) major advantage, and one (1) major disadvantage, of a fixed period system. ",1,Understand What is mean by user defined exception?,0,Remember Explain in brief the glue selection criteria for screen making.,2,Apply What is projection?,0,Remember Vince longs a put option on Junebank's stock with a strike price at RM13. Currently Junebank's stock is priced at RM15 and the option premium is RM1.50. Advise Vince whether or not to exercise the option. Justify your answer. ,4,Evaluate Name the following conserved amino acids with their corresponding single letter codes: WMEADK.,0,Remember State what does the symbol “+” represents. ,0,Remember State & explain along with diagram Law of intermediate temperatures and law of intermediate metals of thermocouple. comment on relationship between temperature & output voltage.,0,Remember A simply supported beam of span 4 m carries a central point load 100 kN.,2,Apply What is the difference between Inheritance and Containment?,3,Analyze Define with example.,1,Understand Describe the advantages of hydroelectric power plant.,0,Remember Give the classification of undergound cables?,0,Remember Define instructional materials. Provide an example of an instructional material for a subject. ,1,Understand Explain the properties of line codes.,1,Understand What is MIME?,0,Remember State the necessityof reducing cutting forces in sheet metal works.,0,Remember Briefly explain the differences between and Langmuir-Blodgett (LB) monolayer and self-assembled monolayer (SAM). ,1,Understand Find the rise in pressure in the impeller of a centrifugal pump through which water is flowing at the rate 17.,2,Apply Draw the energy band diagram of an 11-type semiconductor and explain how an electron-hole pair (EHP) is formed. State any assumptions you have made. ,1,Understand A bolt is subjected to an axial pull of 8kN and a transverse shear force of 3 kN.,2,Apply The life time of a certain component has a normal distribution with mean of 400 hours and standard deviation of 50 hours.,2,Apply Explain the Pneumatic Power supply with neat sketch.,0,Remember Draw schematic diagram of EDM.,2,Apply Give TWO (2) examples how intrinsic reliability failure occurs in ICs. ,1,Understand Explain layout of a typical substation with suitable diagram and list down main components of the same.,0,Remember Draw basic internal structures of Decade counter IC 7490 and explain its operation.,0,Remember Explain the squeeze types and its purpose in screen printing.,0,Remember Evaluate how the increase of the transconductance affects the operation of the transistor. ,4,Evaluate Explain with neat diagram working CMOS invertor.,0,Remember Explain in brief four color separation method for screen printing process.,0,Remember Enlist the various bridge circuits you have studied and mention the measurement carried out using these bridges.,1,Understand A solid circular shaft 8 m long is securely fixed at both the ends.,2,Apply Find the Fourier Transform of sine wave signal and sketch magnitude response and phase response.,2,Apply Explain ciruit diagram of schmitt trigger with waveform.,0,Remember Explain Construction and working Principle of single-phase induction motor.,0,Remember What is additive manufacturing?,0,Remember Sort the following numbers using Quick sort.,2,Apply Describe soil colloids and their importance. ,1,Understand Elaborate FIVE (5) factors that will influence the demand and supply of a currency. ,1,Understand List THREE (3) characteristics of monopolistic competition and explain how do firms in this market structure compete.,1,Understand With a neat diagram show interfacing of 8 KB of Data ROM memory to 8051.,1,Understand Write Note on ‘Electric Vehicles’,0,Remember Explain with suitable example the three storage structures for the graph.,0,Remember Find the value of x = 0.1 for the equation dy dx = 1 + xy and y(0)=1. Take step size h = 0.1 by Taylor series method.,2,Apply Discuss Cloud computing.,0,Remember Malaysia is currently having trade deficit and policy maker tries to improve the balance of trade by depreciate the Ringgit Malaysia. Discuss the impact of this policy by using an appropriate diagram. ,1,Understand Explain SMPS with block diagram.,0,Remember What is an eye diagram? Explain the use of eye diagram to measure ISI.,0,Remember Sketch & explain the Torque- Armature current characteristics of,0,Remember Explain Free space management and Directory Structure in File management.,0,Remember Explain dynamic branch prediction and delayed branch prediction for MIPS pipeline with suitable diagram and example.,1,Understand Illustrate the features of a ROM cell?,0,Remember "Compute the duration for a five-year bond, RM1,000 par value bond with a 7 percent annual coupon which is trading at yield to maturity of 5 percent. ",2,Apply "Solve the differential equation 2 2() ()32 ( ) 4t dx t d x txtedt dt  , where x (0–) = 1, 1(0 ) 1x.",2,Apply Explain the concept of self GMD or GMR for capacitance calculation.,0,Remember Write an explanatory note on pneumatic conveyors.,3,Analyze Give the applications of Two Port Network Parameters.,0,Remember Differentiate between a compound die and a combination die.,3,Analyze Explain the structure of a V86 Task in detail.,3,Analyze A bronze spur pinion rotating at 600 r.,2,Apply Explain in brief the relationship in tension and compression of concrete in hardened state.,1,Understand Write an algorithm for DFS State the time complexity of the algorithm.,0,Remember Write a short note on Types of Roller Bearings.,0,Remember Define prosocial behaviors. ,0,Remember Design a sequence generator using T FFs.,2,Apply Discuss in detail the THREE (3) major asset allocation strategies in managing portfolio. ,1,Understand What is Hilbert curve?,0,Remember Draw a neat diagram of fluidized bed type catalytic cracking process.,0,Remember What are different types of jois in SQL?,0,Remember Explain architecture of 8086 microprocessor with diagram.,0,Remember "The random variable X has a Poisson distribution.If P(X = 1) = 0.01487, P(X = 2) = 0.04461. Then find P(X = 3).",2,Apply Describe with suitable block diagram pulse code modulation transmitter.,0,Remember Explain any one type of Cache Mapping technique with diagram.,1,Understand Assess THREE (3) brain structures that are associated with movement. Elaborate your answers with example. ,4,Evaluate Explain Set membership and set comparison operator.,0,Remember What is doubly linked list?,0,Remember In a sample of 1000 cases a mean of certain test is 14 and standard deviation is 2.,0,Remember What is a two port network?,0,Remember Explain Ziegler Nichols close loop tuning method in detail.,0,Remember Explain working of IC 555 astable multivibrator.,1,Understand What is Haptics Rendering Pipeline Modeling in Virtual Reality?,0,Remember You are working with SP Setia Properties as the Sales Manager for the following project. Discuss EIGHT (8) ways to increase profits of the project. ,1,Understand "Standard deviation of four numbers 9, 11, 13, 15 is",2,Apply Write short note on motion specification.,2,Apply Explain with appropriate example the feasibility of dam alignment which is crossing DYKE.,3,Analyze Demonstrate the principle of Spot Welding process in brief.,0,Remember Explain the significance of phosphorylated intermediates in glycolysis.,3,Analyze Explain concept of enception handling in Java with suitable example.,1,Understand "Show that the transformation w = z + 1 z–2i maps the circle | z| = 2 into an ellipse. Find centre, semi-major and semi-minor axes of ellipse",2,Apply Compare open loop and closed loop control systems.,3,Analyze Two straight road intersects at a chainage of 2550.,2,Apply It is propose to construct a public health center with following details.,2,Apply Explain Gibb's phenomenon of Fourier series.,0,Remember A solid aluminium shaft of 80mm diameter is to be replaced by a hollow steel shaft of 80mm outer diameter.,2,Apply What are statistical properties of Random Variables.,0,Remember State the goal of integrated weed management and its essence.,0,Remember What is basic principle of working ultrasonic flow meter?,0,Remember A bolt is subjected to an axial pull of 40 KN and a transverse shear force of 15 KN.,2,Apply Explain in brief wet and dry lamination methods.,0,Remember A riddle is given to three students to solve independently.,2,Apply What are components of ASM chart?,0,Remember Discuss the TWO (2) steps of Crisis Management Performance (CMP) evaluation process. Provide an appropriate example for each step. ,1,Understand Explain the concept of minimum fluidization.,2,Apply Write short note on:,0,Remember Derive output voltage equation for three op-amps. Instrumentation amplifier. Draw neat circuit diagram.,3,Analyze Write down the steps to be followed to receive a data serially using 8051 microcontroller.,0,Remember A boiler house has natural draught chimney of 20 m height.,2,Apply What is fatigue failure?,0,Remember Explain acceleration image principle with neat sketch.,0,Remember Describe the differences between progeny and sib testings. ,1,Understand The scope of institutional shareholder activism includes attempts made to bring about changes in a company's behavior for adoption of good governance practices. Differentiate shareholder resolution and proxy voting as the two major tools for institutional shareholder to promote corporate governance. ,3,Analyze "Jason spends all his income on meat and bread. Assume bread as a giffen good, draw Jason's price consumption curve and demand curve for bread when the price of bread falls. Support your answer with explanation for 3 consumption bundles. ",2,Apply Explain Rankin cycle.,0,Remember Explain data preprocessing with example.,0,Remember Give TWO disadvantages of Transmission Electron Microscopy (TEM). ,1,Understand Explain how GIS is an important tool for civil engineers.,1,Understand Calculate the level of output needed to be achieved by Cambodia in order to maintain a balanced trade account.,2,Apply A 250 mm wide strip of 27 mm thickness is reduced to 24 mm in a single pass through a rolling process.,2,Apply What are the Switching regulator topologies?,0,Remember Explain Magneto ignition system in details with diagram.,0,Remember "Using transmission-gates, design and sketch an 8-to-1 multiplexer. ",5,Create "Company director can be removed by the shareholders during general meetings. However, the office of a director can become vacant under certain circumstances. Discuss FOUR (4) criteria for vacation of office.",1,Understand Explain use of Fuse.,2,Apply Describe the operation of voltage controlled oscillator with neat block diagram.,3,Analyze State the necessity of filter unit in Pneumatic System.,0,Remember Evaluate ˆ.,4,Evaluate Explain concept of constructors in Java with suitable example.,1,Understand "With the help of circuit diagram and relevant waveforms, explain the operation of a 3-phase bridge rectifier with resistive load.",0,Remember A three hinged parabolic arch having supports at different levels as shown in figure 6.,3,Analyze Derive the following expression with usual notations for loss of head in pipes due to sudden enlargement.,3,Analyze Write limitations of arrays over linked list?,0,Remember What is difference in between Expression and Equation?,0,Remember Describe in brief process description of manufacture of Olefin by polymerization using phosphoric acid on solid carrier as catalyst.,2,Apply Explain the use of command line arguments.,3,Analyze Write an algorithm for searching an element using Fibonacci search method.,0,Remember Briefly explain why surface tension remains constant once critical micelle concentration (CMC) is reached. ,1,Understand "Using the multiplier approach, suppose government increases spending to 2200 and decreases tax by 500, calculate the new equilibrium output level and the new balance of trade.",2,Apply State and explain following properties.,0,Remember What is ARTESIAN condition?,0,Remember Write down the causes and consequences of acute pancreatitis.,0,Remember Explain software reuse.,0,Remember Explain the importance of project management and its objectives?,3,Analyze Explain PI and PD controller in brief with suitable examples.,0,Remember Explain 5 state Process model.,0,Remember Mention the factors on which speed of a DC motor depends.,0,Remember Obtain f(t) for the signal shown in Fig. 5. Also determine Laplace transform of f(t).,2,Apply Write note on High temperature alloy.,0,Remember Apply Gauss divergence theorem to evaluate ˆ.,2,Apply "The input to 3 phase, 6 pole, 50 Hz, induction motor is 47 kWatt at certain load. The stator losses are 1.5 kWatt and mechanical losses are1k Watt. Determine the HPoutput power of motor when it runs at 970rpm. (Take 1 HP = 746 watt)",2,Apply Draw interfacing diagram of a stepper motor with 8051 and write program to rotate stepper motor 360 Degree in anticlockwise direction with stepangle of 1.8 degree.,2,Apply Draw a comprehensive poster layout design for Visit Malaysia 2020 campaign. Provide a design rationale to support your idea. ,1,Understand What is virtual function and its use?,0,Remember Write a short note on PLA.,1,Understand What is time constant? State time constant in case of Series R-L circuit and series R-C circuit.,0,Remember Give TWO methods to measure the surface coverage. ,1,Understand Define terms of trade and identify which country has an absolute advantage in the production of jade and diamond. ,1,Understand Analyse the frame shown in figure 4 by slope deflection method. Assume uniform flexural rigidity.,2,Apply State performance parameters of transmission line hence explain how ABCD constants are useful for determining these parameters.,3,Analyze With the help of diagram explain the main concept of solar thermal power plant.,1,Understand Explain grid connected renewable systems and their requipments.,0,Remember What is the concept of function pointers?,0,Remember What is Equilibrium diagram?,0,Remember What are the different types of dc motors based on the connection of field and armature winding?,0,Remember A filament of a 230V lamp is to be drawn from a wire of having a diameter of 0.025mm and resistivity at 28°C is 5.65×10-6-cm. If the resistance temperature coefficient at 280°C is 5×10-3/°C. Calculate the lenght of the filament to dissipate 40W at filament temperature of at 3003°C.,2,Apply What are different file opening mode?,0,Remember Given the Laplace transform of.,2,Apply Define 2 dimensional and 3 dimensional designs. ,0,Remember What are the different types wet sump lubrication system and explain any one of them.,0,Remember Use the Seidel method to solve the following set of equations.,2,Apply Obtain the fourier Transform using the property.,2,Apply Explain with neat sketch different modes of slope failure.,0,Remember Define Chiaroscuro and Sfumato technique.,0,Remember Justify steady state depends on relative characteristics of motor and load both.,3,Analyze Explain the FIVE (5) procedures which need to be documented during the site inspection. ,1,Understand Give the steps involved in the preparation of Crystal violet.,0,Remember Calculate work done when 2 moles of an ideal gas expand reversibly and isothermally from a volume of 0.,2,Apply What is PAL?,0,Remember What is plate tectonics?,0,Remember "Briefly discuss how the use of manure, organic by-products and commercial fertilizers have changed over time. ",1,Understand State and explain any three open source embedded platforms.,0,Remember Find the angle between the tangents to the curve,2,Apply Explain the working of voltage controlled oscillator by using IC 566.,3,Analyze Explain the ring counter design for the initial condition 1010.,0,Remember "Find the directional derivative of 2xyzeφ−−= at (1, 1, 1) along the line 111 122x yz −−−== .",2,Apply Draw and explain the block diagram of LM 337 and list the specification of it?,0,Remember "Using Gauss - Divergence Theorem, show that",3,Analyze Explain the method of reducing cutting forces in sheet metal work.,0,Remember Identify TWO (2) types of personality that are relevant to aggression. ,1,Understand Draw and explain characteristics of LVDT.,3,Analyze Explain any FOUR (4) elements of vertical downward communication. Support your explanation with an example for each element on how they are beneficial to an organization. ,4,Evaluate Evaluate the following forms of LISP.,3,Analyze Cyrus claimed that placentomes could be observed using a transabdominal probe to scan both pregnant sow and doe on day-20 of gestation. Justify whether his claim is true or false. ,4,Evaluate State the number of autosome and sex-chromosome for a rooster and a hen.,0,Remember What are the factors affecting on Price Determination?,0,Remember Explain how soil acts as a geochemical trap and state the various remediation techniques.,1,Understand What is the difference in calculation of self GMD or GMR of inductance and capacitance?,3,Analyze Draw the TCON and TMOD register and explain use of individual bits of both the registers.,1,Understand How do you find the area under a normal curve?,2,Apply What are industrial considerations during actuator selection?,0,Remember What is file mode?,0,Remember "Write copy constructor for Employee class, in which objects of string class and Date class are the Data members.",2,Apply Explain the criteria to be a substantial shareholder in Malaysia. Illustrate what and when a substantial shareholder of a listed company need to comply when he/she holds the directorship in it. ,4,Evaluate Obtain the Inverse Fourier Transform of the signal given below.,2,Apply Outline FIVE (5) functional requirements of a floor. ,1,Understand Describe the construction and working of the Universal motor with the help of suitable diagrams and state its two applications.,0,Remember Explain a ‘C’ function to Insert node in singly linked list.,2,Apply "The first four moments of a distribution about the value 4 are –1.5, 17, –30, 108. Find the moments about the mean and β1 and β2.",2,Apply "Determine the deflection and slope at the free end of cantilever beam of span ‘ l’ m, loaded with central point load ‘w’ kN.",2,Apply State the applications of CCP module in PIC.,0,Remember State the property of insulating material used for transformer.,0,Remember Explain the factors affecting rate of E1 and E2 reactions.,3,Analyze Draw a neat sketch of broach and name its different parts.,0,Remember Write short notes on Johnson counter.,0,Remember Explain micro operations of CPU.,0,Remember What is mean by composites?,0,Remember What is an exception in JA V A?,0,Remember In the circuits in Fig. 2. The switch is closed at t = 0.,2,Apply What are various functions which are used to manipulate file pointers?,0,Remember Write a short note on.,1,Understand Draw V to I converter with grounded load and explain with its output equation.,1,Understand Write a short note on Fibonacci search with suitable example.,0,Remember Which are the different instruction cycle states of a processor?,0,Remember Describe the following sytesm in renewable energy system.,0,Remember Distinguish between objectives and learning outcomes when planning a lesson. ,3,Analyze What is the need of solar hybrid system?,0,Remember What different operations are carried out on aluminum to make it eligible as plate making material.,0,Remember Sate the working principle and applications of total station?,0,Remember Defind the term Graph. With the help of suitable example explain adjacency matrix representation and adjacency list representation of a graph.,0,Remember Write in detail a about structural lipids in Membranes.,0,Remember Draw and explain working of TRIAC.,0,Remember Define the Demographic characteristics.,0,Remember Support your views with ONE (1) example for each strategy.,4,Evaluate Can external resistance be added to squirrel cage rotor?,2,Apply Describe SIX (6) functional requirements of walls. ,1,Understand Discuss the time complexity of removing an item from priority queue if sequential memory organization is used.,3,Analyze Draw neat diagram and explain operation of 3 pt.,2,Apply Explain with diagram the working of D type Flip-flop. Give its truth table.,0,Remember List the differences between CMOS and TTL logic family.,0,Remember Describe detection of PPM with block diagram.,0,Remember Draw and explain the circuit diagram of CMOS inverter.,3,Analyze Briefly discuss the advantage of C3 and C4 pathways for weeds. ,1,Understand State the working principle and applications of total station?,0,Remember What are dirichlet conditions for existence of fourier series.,0,Remember Draw and explain successive approximation A/D converter.,0,Remember If .,4,Evaluate "In order to achieve high economy growth the government can implement expansionary fiscal policy, however, the effect of an increase in government spending can be taken aback by crowding out effect. Recommend and graphically explain the action that can be taken by Bank Negara Malaysia (BNM) to avoid this problem.",5,Create Explain working principle of a linear induction motor and state its applications.,0,Remember Explain the meaning of static and dynamic memories. State their applications.,0,Remember Explain in brief Autoclave variables as one of major engineering problems of urea production process.,3,Analyze Enlist the transducers used for low pressure measurement Elaborate each transducer enlisted with neat sketch.,0,Remember With the help of neat diagram explain working of single phase HWR with R load.,0,Remember "Explain why bogs are considered to be a ""carbon sink"". ",1,Understand Draw and explain the Von Neumann architecture.,0,Remember "Count Enable and E=0, Count Disable. OR Q6) a) Design a sequence detector to detect a sequence 1101 using D FF",2,Apply Differentiate spoken and written language in FIVE (5) aspects. ,3,Analyze Explain with circuit diagram the dynamic MOS memory.,1,Understand Describe the classification of fault and their engineering significance.,0,Remember Explain briefly with neat sketch cylindrical and adjustable locators.,1,Understand Explain FIVE (5) reasons for the importance of global markets to marketers. ,1,Understand Explain the functional advantages provided by enzymes with a quaternary structure. ,1,Understand Differentiate TTL and CMOS logic family.,3,Analyze Explain in detail about writing console output in Java with suitable example.,1,Understand Determine the probability of getting sum 10 exactly twice in three throws with a pair of fair dice.,2,Apply What are the different types of errors and adjustments in single phase energy meter?,0,Remember Define the concept of automated production lines with suitable example.,0,Remember Find current through 5 ohm resistance by using Super Position Theorem as shown in fig.,2,Apply Explain formal network. ,1,Understand Explain in brief factors to be considered while selecting a adhesives.,0,Remember A simply supported beam of 8 m length is loaded as shown in figure 4.,2,Apply Explain Process management system calls in Linux.,0,Remember What is the function of electrolyte in ECM?,0,Remember You are a project manager working on a 8 storey building conservation project located in a congested urban area with poor soil bearing capacity and underground public utilities. Propose to the building owner why an internally braced shoring system is preferable to raking shore and weighted vertical dead shores. ,5,Create Explain the importance of using initial rate to determine enzymatic activity.,1,Understand Draw SFD and BMD for the beam loaded and supported as shown in Fig.,2,Apply Discuss any vacuum gauge tester in detail with a diagram.,1,Understand Analyze bent ABC as shown in Fig. 7 by moment distribution method.,2,Apply Define fold and explain any three types of folds.,1,Understand "Assess THREE (3) brain structures that are associated with wakefulness, arousal, and sleep. Elaborate your answers with example. ",4,Evaluate What is dimensionality reduction?,0,Remember Construct the Binary Search Tree (BST) from the following data:,0,Remember Explain look ahead carry generator circuit.,1,Understand "Using Routh’s & Hurwitz’s criteria, comment on the stability if characteristic equation is: S6 + 2S5 + 8S4 + 12S3 + 20S2 + 16S + 16.",2,Apply Explain Gauss elimination method for solving simultaneous equations.,1,Understand What is the difference between traffic shaping and congestion control at transport layer?,3,Analyze Write a short note on diazotisation and coupling in azo dyes.,2,Apply Explain in brief RAID levels in detail.,1,Understand State any 4 use of single phase induction motor?,0,Remember Explain the importnce accessories of jig and fixture.,0,Remember What is Backface?,0,Remember Construct the forward difference table for the following data.,2,Apply Design a sequential circuit using Mealy machine for detecting the sequence.,2,Apply Draw and explain CCITT hierarchy of multiplexing.,0,Remember Thomas (1976) has identified five styles in resolving a conflict such as avoidance. Explain the other FOUR (4) styles in resolving a conflict. ,1,Understand "Assume that Saudi Arabia is currently operating at the natural level of output. However, due to the political uncertainty it leads to an increase in oil price. Discuss the effects of the event on the price level, unemployment and output in the long run and short run in Saudi Arabia by using appropriate diagrams. Besides, suggest the policy that can be implemented by Saudi Arabia in order to achieve long run equilibrium after the event. ",5,Create Classify C.,0,Remember Explain various rules for development of Ladder diagram.,3,Analyze Describe SIX (6) factors that are affecting supply in the construction industry. ,1,Understand Evaluate following postfix expression with the help of stack.,2,Apply "A circular bar of diameter 80 mm diameter is subjected to axial compression force of 200 kN. Determine shear stress on a plane, onwhich the normal stress is 100 MPa.",2,Apply Illustrate operation of PLL with suitable block diagram.,2,Apply Explain properties of insulating materials which are used in Capacitor and Rotating Machines.,0,Remember What is test case design?,0,Remember Explain the process of Enabling and Disabling Interrupts in 80386.,0,Remember Define various network functions of a one-port network.,0,Remember Explain the concept of current mirror circuit?,0,Remember With the help of a block diagram explain the concept of SMPS.,0,Remember "Explain the meaning of the law of diminishing marginal returns. Briefly describe the relationship between total product (TP) and marginal product (MP), marginal product (MP) and average product (AP).",1,Understand Describe the effect of compaction on properties of soil.,0,Remember Derive the thermodynamic equation for depression in freezing point of solution.,0,Remember Give any 3 points of comparison between 1 wattmeter method and 2 Wattmeter method for measurement of active power in a 3 phase circuit.,3,Analyze Show that (Any one):,3,Analyze Recommend a suitable admixture to increase the workability of concrete and explain how it functions. ,4,Evaluate Describe whether the soil is contaminated or polluted. ,1,Understand How higher range pressure measurements are done?,0,Remember Various policies were implemented by the governments in order to mitigate the concerns over efficient losses arising from natural monopoly. Describe natural monopoly and provide ONE (1) example of natural monopoly.,1,Understand What are stream classes and their use?,0,Remember State any six properties of Laplace transform.,0,Remember Explain various types of conformation in ethane molecule using P.,3,Analyze The monthly requirement of a sand for a particular firm is 849 cubic meter.,2,Apply Explain swing door with the help of a sketch.,2,Apply Derive 3D transformation matrix for rotation about a principal axis.,3,Analyze What is a machine instruction?,0,Remember Represent the following polynomials using linked list.,2,Apply "Imagine that you are a relative of an older adult who is initially diagnosed to be living with Parkinson's disease, suggest FOUR (4) strategies to further promote the wellbeing of the individual. ",5,Create What is Memory Segmentation?,0,Remember Draw neat diagram and waveforms of single phase half wave rectifier with resistive load.,2,Apply Explain S-R flip-flop using NOR gates.,0,Remember Explain types of assembly language statements with syntax?,0,Remember A steel bar 3.,2,Apply Explain adjustable voltage regulator using LM317.,0,Remember Explain need of digital communication.,0,Remember To find out coefficient of permeability of clay the permeability test was carried out in a variable head permeameter having the diameter of thesample container to be 100 mm.,3,Analyze Explain the working of PV cell and simplest Equivalent Circuit for a photovoltaic Cell.,1,Understand Propose TWO (2) strategies to reduce the occurrence of bullying.,5,Create Write a short note on React JS and Angular JS.,0,Remember Discuss the roles of construction industry in a country's growth. Provide evidences on how construction industries worldwide have contributed to the economic growths of their respective countries to enhance your discussions.,3,Analyze Explain effective diameter measurement by three wire method.,0,Remember Define the characteristics of op-amp,0,Remember The construction industry comprises a wide diversity of firms that it is impossible to categorise them all within one type of market structure. Discuss.,3,Analyze Develop a python program to add city and remove city considering them to act as insert and delete operations of the data structure queue.,2,Apply Discuss THREE (3) situations that necessitate the use of pile foundation. ,1,Understand "What are different methods of sounding,State any one method in detail?",0,Remember What do you mean by calandering of elastomers?,0,Remember Define instructional materials. ,0,Remember "Using the open economy multiplier approach, calculate the new equilibrium output level and new balance of trade if the government decreases spending to RM 1200 million and increases tax by RM 300 million. ",2,Apply Explain tunneling conditions in Deccan trap region.,0,Remember Explain the procedure of establishing horizontal control for setting of a tunnel.,1,Understand List and explain the necessary and sufficient conditions for Hamiltonian and eulerian path with suitable examples.,0,Remember Define ceramic materials.,0,Remember Define the components of LINUX system with diagram.,0,Remember Describe THREE (3) types of test that can be applied for a concrete structure survey. ,1,Understand Explain extrusion operation with its schematic diagram.,0,Remember Implement the following Boolean function using PLA.,2,Apply Write short note on Autofrettage of Monoblock Pressure vessels.,0,Remember Explain the TSS descriptor of 80386 with a neat diagram.,0,Remember Explain the concept of transaction.,0,Remember Explain regenerative braking in a DC shunt motor with the help of neat diagrams.,0,Remember Explain the underlying assumptions of the price-leadership model by using appropriate diagrams.,1,Understand The internet increases customer benefits in many ways that have revolutionised marketing practices. Discuss with examples THREE (3) ways in which internet increases customer benefits from products offered online.,1,Understand What is generic programming?,0,Remember Derive the torque equation for the three-phase induction motor?,3,Analyze Write a short note on proximity effect.,1,Understand Compare Encoder and Decoder.,3,Analyze Differentiate between closed cycle gas turbine and open cycle gas turbine.,3,Analyze What is topological sorting?,0,Remember Write an explanatory note on Bucket Elevators.,3,Analyze State the circumstances under which you will use the following types of stairs.,2,Apply The principal tensile stresses at a point on two perpendicular planes are 120 MPa and 50 MPa.,2,Apply Distinguish between synchronous and asynchronous serial communication.,0,Remember List the different architectural styles.,0,Remember Explain Artificial Neural Networks with suitable examples?,3,Analyze State three types of resistance welding.,0,Remember Find maximum flow in the transport network using labeling procedure.,2,Apply Explain with neat circuit diagram RC phase shift oscillator.,1,Understand Draw the neat diagram of single bus organization of the CPU.,0,Remember List the register and data structure that are uses in Multitasking.,0,Remember i) Explain the Specific energy curve with neat sketch.,3,Analyze Define Shading.,0,Remember "Write a formula to show the steady state assumption. If all other conditions remain identical, explain how an increase in k-1 would affect the Michaelis constant.",2,Apply What is spur gear?,0,Remember Explain Carbon Arc Welding neat sketch.,0,Remember "In soil pH, define buffering and explain why it is important in soils. ",1,Understand Draw a neat sketch and write a short note on rotating matrix heat exchanger.,0,Remember "State TWO examples for inorganic and organic contaminants, respectively. ",0,Remember Define prejudice. ,0,Remember Explain in detail with diagram Bezier curve generation using midpoint subdivision method.,0,Remember Describe in brief the various preventive measures against landslides.,0,Remember Derive the expression for the torque of the DC machine.,3,Analyze Write Short note on SCON register.,0,Remember Write down Schrodinger's equation in one dimension and explain the meaning of each term of the equation. ,1,Understand Explain the registers in microprocessor.,0,Remember Explain reading character and string from input console with suitable examples.,0,Remember Suggest a type of metal for reinforcing a concrete structure.,5,Create Write a python program to explain following operation on matrix.,2,Apply What are the functions of arches and lintels?,1,Understand Explain different types of hazards that occur in a pipeline.,0,Remember Discuss TWO adverse consequences of using wetlands as recipients of irrigation wastewater. ,1,Understand Identify THREE (3) classification system of economy. ,0,Remember "Discuss the adoption issues surrounding Facebook and internet, as well as their implications for e-marketers. ",1,Understand Let p is the probability that a given die shows even number.,2,Apply Suppose the following sequence lists the nodes of a binary tree in preorder and inorder respectively.,3,Analyze Determine the width of a 9.,2,Apply Write a note on building stones.,0,Remember Draw neat circuit diagram and phasor diagram of following transmission line models.,3,Analyze What is groundwater?,0,Remember Define lightweight concrete?,0,Remember A column support load of 400 KN is shown in figure 8.,2,Apply Explain Memory Partitioning in memory management.,0,Remember Brief the features of Intel 8237A DMA Controller.,0,Remember Explain compression moulding process of composite manufacturing.,0,Remember "In a two-column table, list FIVE (5) tools used in the technology-integrated instruction and the traditional instruction respectively.",0,Remember What is pressure bulb?,0,Remember Draw and explain frequency response of low pass filter.,0,Remember Differentiate between general controls and application controls. Provide ONE (1) example for each. ,3,Analyze "Just-in-time (JIT) attempts to remove delays, which do not add value. Explain how JIT copes with weather and its impact on crop harvest and transportation times. ",1,Understand Derive the expression for state transition matrix by Laplace transform method.,3,Analyze Define “ecosystem services” and describe how they are benefiting our society. ,1,Understand Why does ARM use CPSR?,0,Remember Explain COCOMO Model for project estimation with suitable example.,3,Analyze Define Binary Tree. What are its types? Explain with suitable figures.,0,Remember Evaluate using Stoke ’s theorem  F Sds  where 2 F yiz jx y k  and S is surface of paraboloid 2240zx y z   .,2,Apply What are the applications of Animal Cell Culture?,0,Remember What is light weight concrete? How it can be achieved in practice?,0,Remember Find the prime factorization of each of the following integer.,2,Apply Explain in brief poly urethanes.,3,Analyze Water at 15ºC flow between two large parallel plates at a distance of 1.,2,Apply Write note on automated assembly line for car manufacturing.,0,Remember Compare the role of thread diameter with ink transfer in screen printing process.,3,Analyze Draw the connection diagram of shunt.,2,Apply Explain Black box testing with its advantages.,3,Analyze A cantilever of length 3 m carries a uniformly distributed load over the entire length.,2,Apply Explain conditioning in packaging.,0,Remember Weights of 4000 students are found to be normally distributed with mean 50 kg and standard deviation 5 kgs.,2,Apply Explain creative brief. ,1,Understand Describe THREE (3) deposit liabilities for commercial banks. ,0,Remember Explain the procedure of Hardy Cross method for the analysis of pipe network.,2,Apply Which of the following codes are prefix codes?,3,Analyze Explain the double rotations in A VL tree with examples.,0,Remember Derive an equation to predict the effect of temperature on the equilibrium constants.,3,Analyze Identify FOUR (4) types of key publics that McDonald's Malaysia has to notify about the crisis. Explain your answer with appropriate example for each of the publics. ,1,Understand Draw the acceleration polygon and find the linear acceleration of slider D and angular acceleration of link of slotted OC.,3,Analyze A 4 pole DC shunt generator with lap connected armature has field and armature resistances as 50 Ω and 0.,2,Apply Explain truncation error and round off errors with example.,1,Understand Explain with an energy band diagram how an electron-hole pair (EHP) is formed in a semiconductor. ,1,Understand Write short note on “The Ostrich algorithm”.,0,Remember Explain the difference between standard concrete and special concrete.,3,Analyze Write C functions for :,2,Apply Identify TWO (2) perspectives that are able to explain the origin of prejudice. ,0,Remember Design wien bridge oscillator using operational amplifier for output frequency of 5KHz.,2,Apply From the given traversal construct the binary tree.,2,Apply Illustrate with examples the Reheap up and Reheap down operations w.,0,Remember Explain FOUR (4) criteria of instructional materials by Tomlinson (2001). ,1,Understand Explain midpoint circle generation algorithm by deriving the steps.,1,Understand Support your views with ONE (1) example for each disadvantage. ,4,Evaluate Differentiate between ROM and RAM?,0,Remember Compare regulated and unregulated power supply?,3,Analyze In R-L-C circuit Fig. 4 is excited by D.C. voltage source. Find current i (t) using conventional method. The switch is closed at time t = 0.,2,Apply Find Transmission parameter for the circuit as shown in fig.,2,Apply "Describe the effectiveness of advertising value of products, price, competition, consumer and business.",1,Understand Compare Brushless DC motor with conventinal DC motor.,3,Analyze Recommend TWO (2) suitable types of glasses which have good insulation properties for green building construction. ,4,Evaluate Explain with a neat sketch screw conveyor.,3,Analyze Propose TWO (2) factors that are relevant to the initiation of conflict in group. ,5,Create Write a short note on motion specification method based on.,0,Remember Explain in details principal of Induction Heating and Vertical Core Type Induction Furnace.,0,Remember Draw neat sketches of feed forward and feed backward evaporator.,0,Remember Describe the advantages of Product Standardization. ,0,Remember Describe working of astable multivibrator with necessary diagrams and derivations.,1,Understand Write in brief on types of Groundwater.,0,Remember List FIVE (5) phases of organizational conflict described by Pondy (1967). ,0,Remember Define Time Study and explain different steps of Time study.,3,Analyze Compare CMOS and TTL logic family.,3,Analyze Calculate the balance of trade when the economy is at equilibrium and interpret your answer. ,2,Apply A tacheometer with analytic lens.,2,Apply With suitable diagram explain construction and working of foil type strain gauge.,1,Understand A solid circular shaft is subjected to a bending moment of 45 kNm and a torque of 15 kNm.,2,Apply Illustrate and explain how perfect competitive firms adjust in long-run if they are enjoying positive economic profit in short-run.,1,Understand Provide justifications as to why integrity and reliability is important in a company's annual report and accounts (ARAS) from corporate governance point of view.,4,Evaluate Discuss the merits of circular queue over linear queue and write sudo code for over flow and under flow conditions of circular queue.,3,Analyze Discuss the actions of central bank towards monetary policy that will significantly influence Federal Funds Rate in short run. ,1,Understand What is operator overloading?,0,Remember Draw and Explain Hardwired control unit.,1,Understand Clearly explain why induction motor is known as generalized transformer.,1,Understand Explain any three methods of subsurface investigation.,0,Remember Relate FIVE (5) examples on how video often make new connections and discoveries between curriculum topics and the world outside the classroom. ,3,Analyze Explain the project management life cycle.,0,Remember Explain working of the POP3 protocol with advantages and disadvantages.,0,Remember Brief the concept of byte streams?,0,Remember "Calculate the surface tension of a wetting liquid, C (1.23 gml-l ) which rises 1.50 m in a vertical capillary tube with the internal radius of 0.15 mm. ",2,Apply Justify whether the dam and sire are inbred or outbred. ,4,Evaluate What is DNS?,0,Remember Describe the Concept of Culture.,0,Remember Identify and explain another graphical diagram besides network diagram which is useful for planning and scheduling. Evaluate the graphical diagram. ,4,Evaluate What is thermal bimetal?,0,Remember "A trapezoidal channel has side slope of 3 horizontal to 4 vertical and slope of its bed is 1 in 2000. Determine the optimum dimensions for thechannel sections and show it with neat sketch, if it is carry water at 0.55m 3/s. Take Chezy’s constant as 80.",2,Apply Discuss the potential profit and loss for the long straddle. ,1,Understand Draw the TCON and TMOD register and explain use of individual bits of TMOD register in detail.,0,Remember What is neutral axis in case of bending?,0,Remember A 250 V DC shunt motor runs at 1000 rpm at no load and takes 8 A.,2,Apply What is Segment?,0,Remember Draw and explain ARM core dataflow model.,0,Remember Derive Simpson’s 1/3rd rule for numerical integration as a special case of Newton’s Cote formula.,3,Analyze Explain the meaning of creative brief.,1,Understand Prove that the wave function of a free electron is a plane wave by using Schrodinger's equation. ,4,Evaluate Class.,0,Remember Discuss TWO (2) common methods of managing inventory adopted by manufacturing and retailing companies. ,1,Understand Write Note on Composite Material and Nano Materials.,0,Remember "Differentiate between phenylpropanoids and alkaloids in terms of structure, functions and applications. ",3,Analyze List the information that can be obtained from X-Ray Photoelectron Spectroscopy (XPS). ,0,Remember An electrical circuit consists of an inductance 0.,2,Apply What is a stepper motors?,0,Remember Timber and plastic are common materials used in construction industry. Elaborate FIVE (5) specific applications for each material in building construction. ,1,Understand Evaluate the benefits and drawbacks of artificial drainage. ,4,Evaluate What is openGL?,0,Remember What is Hash table?,0,Remember Program the 8051 in C to receive bytes of data serially and put them in P2.,2,Apply The 'creators' and critics' are the most desired social segments. Explain how social media marketers are able to increase these segments' level of involvement in the social media. ,1,Understand What is the difference between PAL and PLA.,3,Analyze Implement the following output functions using a suitable PLA.,2,Apply "Find slope at supports and at point ‘C’, deflection at ‘C’ and ‘D’ for the given beam using Macaulay’s method.",2,Apply With suitable diagram explain polarity test on transformer.,1,Understand Design low pass first order Butterworth filter having cut off frequency 1 kHz with passband gain of 2.,2,Apply Explain any one electrical method for measurement of level.,2,Apply Explain the ferrocement technology with its applications.,0,Remember Define filter.,1,Understand Find inverse of matrix using Gauss Jordan method.,2,Apply Explain vacuum bag moldig composite manufacturing process.,0,Remember "Draw a graph showing the demand curve faced by a perfectly competitive firm. On the same graph, draw the demand curve faced by a monopolistically competitive firm. Explain your reasoning for each curve. ",1,Understand Sketch a diagram which indicates the Damp Proof Membrane (DPM) in the non reinforced concrete ground floor. ,2,Apply What is the difference between Testing and debugging?,3,Analyze What is height balanced tree?,0,Remember Design a practical Integrator with input Signal of 1.,2,Apply Enlist profitable applications of CNC Machines.,0,Remember "Local oxidation of silicon or LOCOS is a type of application which involves wet oxidation. With the aid of diagrams, briefly illustrate this process. ",1,Understand A cantilever of length 2.,2,Apply """Portfolio management strategies are different based on investor's risk preferences and expected return”. Based on above statement, briefly discuss TWO (2) major portfolio management strategies. ",1,Understand Explain resource allocation methods and their significance in manpower planning.,1,Understand What is Lattice?,0,Remember What is a peptide bond?,0,Remember What is a threaded binary tree?,0,Remember Explain Filament winding Composite manufacturing process.,0,Remember Describe FIVE (5) limitations of small size construction firms in Malaysia. ,1,Understand Explain the profit and loss for Alice and GCB bank. ,1,Understand A certain random variable has the CDF given by.,2,Apply State functions and applications of turbine and pump.,0,Remember Give a complete design of an Absolute Loader with a suitable example.,0,Remember Explain Concept of File?,1,Understand "Name the amino acid residues with the single letter code ""EQRNHL"". ",0,Remember What is the criterion of chemical reaction equilibria?,0,Remember Explain THREE (3) categories of treatment to enhance the durability of timber. ,1,Understand Write the different operations performed on lathe machine.,0,Remember Illustrate negative indexing in list with an example.,1,Understand Explain with block diagram virtual instrumentation.,0,Remember Derive an expression for digital PID velocity algorithm and state the merit of velocity algorithm.,2,Apply Interpret the terms multitasking and multiprocessing and multithreading in Java with example.,2,Apply Explain in detail the functions of ADCON0 SFR of PIC18 microcontroller.,2,Apply Draw and explain low dropout regulator?,3,Analyze Distinguish between squirrel cage and slip ring induction motors.,3,Analyze An electron experiences a potential difference of 5 kV in vacuum. Find the wavelength of the particle. ,1,Understand Explain concept of Virtual Memory.,0,Remember What are different types of stepper motors.,0,Remember Explain with neat diagram construction and working of IBM processes.,1,Understand Draw two possible connections of wattmeter for power measurement in single phase circuit.,2,Apply Explain nucleonic method for level measurement with a neat diagram.,0,Remember Give the functions of zinc.,0,Remember Corporate bond is a debt contract (indenture) that requires borrowers to make periodic payment of interest and repayment of principal at the end of maturity date. Explain the type of market for corporate bond. ,1,Understand Write short note on tool steel?,0,Remember Distinguish between combinational and sequential switching circuits also write examples of both.,3,Analyze Explain Linux thread management in detail.,0,Remember Explain the project planning activities.,3,Analyze Compare fire resisting properties of concrete and stone.,3,Analyze Describe the methodology of determining the transcriptional start site using RACE-PCR. ,1,Understand "Propose solutions to reinforced concrete flat roof defects experienced in Malaysia, such as water ponding, material exposure to solar radiation, poor maintenance culture and concrete spalling due to leaks from cold joints and stress cracks. ",5,Create Illustrate with neat sketches common types of welded joints.,0,Remember Elaborate on the importance of 'stability' for industrial enzymes. ,1,Understand Define economic growth. List and explain how the public policies can promote economic growth. ,1,Understand Discuss in detail fragmentation in terms of IPv4.,3,Analyze Discuss the importance of soil structure in vegetable farms. ,1,Understand What is a strategic information system?,0,Remember Compare and contrast the characteristics and usage between aluminium and high carbon steel. ,3,Analyze Find the Fourier Transform of the signum function.,2,Apply Write detailed classifications of Internal combustion engines.,0,Remember Describe characteristics and importance of secondary market.,1,Understand A solid circular shaft of diameter 90 mm rotates at 130 rpm. The twist is observed as 3º over 6 m span.,2,Apply Explain the Securities Act of 1933 and the Securities Exchange Act of 1934. ,1,Understand "Suppose firms in industry Y are having an increase in demand. By using appropriate diagrams, explain the effect of an increase in demand and how industry Y achieves the long-run equilibrium in perfect competition. ",3,Analyze List out the properties of Continuous time Fourier Series.,0,Remember Explain the operation of a three phase induction motor drive for an EV with the help of a block diagram.,0,Remember Explain TIG welding with neat sketch.,0,Remember "Discuss the level of trust consumers place in digital media, and how that trust helps or hinders e-marketers. ",1,Understand What are the merits and demerits of PLC.,0,Remember Subsurface exploration can be divided into THREE (3) programs. Explain in detail the conclusion that could be derived from each program.,1,Understand Explain the Segment Translation Process with a neat diagram of 80386.,0,Remember What is system bus?,0,Remember Draw drain characteristics of for n channel JFET.,0,Remember Write following C functions in circular in SLL.,2,Apply Five pencils and 5 pens are to be arranged in a row.,3,Analyze What is modeling of DC motor?,0,Remember "For international marketers, economic factors are important. Explain why economic factors are important to them. ",1,Understand Standard ad formats such as leaderboard and skyscraper are common in digital display advertising. Propose FIVE (5) other creative ad formats which are more interactive and engaging. ,5,Create "The Friesian cow, a dairy breed, is a product of selective breeding. Predict the problems that may occur during the selection of Friesian Cows. ",2,Apply Write short note on an Isolation Amplifier.,0,Remember Give THREE examples of symptoms that resemble herbicide damage on plants. ,1,Understand “Firms can use existing brand names or create new brands on the internet”. Evaluate on the above statement. ,4,Evaluate Write an algorithm to convert infix expression to postfix expression and convert following infix expression to postfix expression.,0,Remember Evaluate () ( )3 2 C5 12zdz zz− +− where C is the contour 3z=.,2,Apply Define Sounding and state any one method of sounding with sketch?,0,Remember "State and explain the sampling theorem in detail when fs > 2fm, fs = 2fm, fs = 2fm.",0,Remember Evaluate the functions of the component of a structural floor. ,4,Evaluate Explain the contents of Projet Feasibility report with example.,0,Remember Compare stacks and queues.,3,Analyze Describe concept of digital multiplexer and Demultiplexer with necessary diagram.,0,Remember With the help of neat sketch explain single block brake.,1,Understand Explain A VL tree rotations with example.,0,Remember Explain traversing the nodes in linked list with neat diagram.,0,Remember List and Explain any one Architecture of Parallel databases with neat diagram.,3,Analyze "Design a sketch section of the floor slab adjoining the parapet that includes the scupper drain, drain guard, water proofing layer, and protective topping. ",5,Create List the design concepts.,0,Remember Use residue theorem to evaluate (1 ) (2 )z Cedzzzwhere C is the contour |z + 1| = 1 2.,2,Apply List the advantages and limitations of protein crystal structure determination using X-Ray crystallography. ,1,Understand Illustrate the enqueue and dequeue operations of queue.,1,Understand Explain the addressing modes of 8051 Microcontroller with examples.,1,Understand Explain linked list sorting with example.,4,Evaluate Illustrate the needs of timber preservation and the techniques. ,1,Understand Draw Production Possibilities Frontier and Trading Possibilities Frontier for Korea and Indonesia. ,1,Understand Explain voltage to current converter with floating load?,3,Analyze Explain deferred database modification and immediate database modification and there difference in the context of recovery.,0,Remember Write a short note closed loop control of Induction motor drives.,0,Remember Identify the key enzymes and explain their roles in fatty acid biosynthesis that contribute to the unique fatty acid composition of palm mesocarp oil.,1,Understand Differentiate between compound die and progressive die.,3,Analyze Explain in brief the steps required in preparation for screen stretching process.,0,Remember "State any TWO (2) of Malaysia's rules, regulations or standards which are related to scaffolding and falsework. ",1,Understand Derive the expression for F.O.S. for dry infinite slope in sandy soil.,3,Analyze "Besides LOCOS, name TWO (2) other applications which require thermal processes. ",1,Understand Compare Stack and Queue.,3,Analyze "In the network shown in Fig. 3, switch is closed at t = 0. Find the value of 2 2(0 ) (0 )(0 ), ,di d iidt dt  Assume the initial current of inductor to be zero.",2,Apply Specify the selection criteria for low pressure measurement transducers.,0,Remember """Trading strategies used by investors of futures and forwards markets help to maintain market efficiency"". Based on the above statement, Differentiate between all THREE (3) main trading strategy used by futures and forward markets' investors.. ",3,Analyze What is destructor?,0,Remember How do the mitochondria maintain the chemiosmotic gradient used for the electron transport chain?,3,Analyze Discuss what world-class producers do in regards to product or service design and process design. ,1,Understand List the factors affecting compaction and explain the effect of compaction on any four soil properties.,1,Understand Draw an interfacing diagram and write program for control of a relay by using 8051.,2,Apply What are power and energy consideration during actuator selection?,0,Remember What is compensator?,0,Remember How do you measure flow using an electromagnetic flow meter?,2,Apply Astring is stretched and fastened to two points L apart.,2,Apply Give the Dirichlet conditions for continuous time Fourier series.,1,Understand Explain why safety program have to be implemented at work site.,1,Understand Obtain A VL tree from the following data.,2,Apply Dopamine and glutamate have both been implicated as causes of schizophrenia. Discuss THREE (3) evidences each in relation to the dopamine and glutamate theories of schizophrenia. ,1,Understand Support your answers with ONE (1) example in everyday life for each strategy. ,4,Evaluate Explain Titration curve for 0.,0,Remember Write an algorithm for depth first search technique.,2,Apply Find maximum torque that can be safely applied to a shaft of 75mm diameter.,2,Apply What are the general benefits of holding ISO accreditation.,0,Remember Define a tree.,1,Understand Derive the expression for minimum starting speed of a centrifugal pump.,3,Analyze What are the types of projection and write in brief about each type of projections.,0,Remember Between 2 pm to 4 pm the average no of phone calls per minute coming into a switch board of a company is 2.,2,Apply Letter of credit is a written promises to pay third party on clients behalf. Explain the functions of commercial letter of credit and standby letter of credit. ,1,Understand Determine the transition matrix of state equation 03X( )14xt.,2,Apply Draw and describe Pool Boiling Curve.,0,Remember Explain various parts Fold and any three types of fold with neat sketches.,0,Remember Discuss THREE (3) types of anomalies associated with database tables that have not been normalized. ,1,Understand What is garbage collection in Java?,0,Remember State any six properties of fourier transform.,0,Remember Explain containment and Inheritance along with examples.,0,Remember What are the methods used to handle Deadlocks.,0,Remember Define soil pH. ,0,Remember Explain the change control mechanism in SCM.,0,Remember Explain properties of insulating materials which are used in line insulator.,1,Understand Write short note Principal Component Analysis.,0,Remember "Define and list out the objectives of monetary policy, the quantitative versus qualitative instruments of monetary policy.",0,Remember Write a program in C language to toggle only bit P1.,2,Apply Define annealing and explain types of annealing?,0,Remember Explain with neat diagram - Single Electron Transistor (SET),0,Remember Draw neat diagram and explain operation of 3 pt. Starter?,0,Remember Name and briefly describe three types of column chromatography used in protein purification.,1,Understand Implement the full subtractor using a 1:8 demultiplexer.,2,Apply Explain phases in Verification and Validation model with suitable diagram.,0,Remember Draw and explain the Backward feed multiple effect evaporator.,3,Analyze Design and implement 3 bit synchronous up counter using JK flip flop.,2,Apply What is functional independence?,0,Remember Briefly describe FOUR common characteristics that are possessed by a wild animal before they could be considered for domestication. ,1,Understand Explain with neat sketch different type of ICR.,0,Remember Define “biogeochemical cycling” and discuss its importance to the ecosystem and survival of living organisms. ,1,Understand What is the definition of a linear block code?,0,Remember Explain in brief the squeeze selection criteria for screen printing applications.,2,Apply Discuss the working of a parabola collector with neat sketch.,0,Remember Compare Thermoplastics and Thermosetting Plastics.,3,Analyze Determine the percentage of DHT's assets committed to inventory. ,2,Apply Write a note on setting out alignment of road.,1,Understand Depict the concept of Instruction level parallelism.,1,Understand What are Packages and Interface in Java.,0,Remember Draw process flow diagram of a continuous process for the production of fatty acids and soap________.,0,Remember What is Risk?,0,Remember State TWO types of enzyme specificities that do not agree with lock and key model. Explain your answer.,1,Understand Highlight the differences between an equilibrium in dominant strategy as compared to Nash equilibrium.,1,Understand What is modulation?,0,Remember Write C function to create a doubly circular linked list.,2,Apply Determine the principal stress in the beam at point A.,2,Apply Draw neat diagram of three input averaging amplifier and derive the equation for output voltage.,2,Apply Draw and explain the single bus organization of the CPU.,0,Remember "Draw ASM chart for 2 bit binary counter having one enable line E such that: E=1,",0,Remember Which are the manufacturing techniques used for processing of rubbers?,0,Remember State the conditions necessary for the formation of enzyme's quaternary structure. Explain how quaternary structure could contribute to enzyme stability. ,1,Understand What is heat exchanger?,0,Remember Write short note on varnishing.,1,Understand Information technology can be expensive. Identify and explain FIVE (5) factors that put upward pressure on internet pricing for online retailer. ,1,Understand Calculate the first four central moments for the following frequencies.,2,Apply Write short notes on:,0,Remember What are Primitive data types and User defined data types?,0,Remember Explain in detail corrosion monitoring techniques of reinforcement and preventive measures against corrosion.,0,Remember Write a short note on Performance parameters of ADC.,0,Remember What is replication fork?,0,Remember Enlist the safety precautions you will take on construction site.,0,Remember How interrupts are handled in protected mode?,3,Analyze Define Information Systems (IS). ,0,Remember Discuss the components that are integral to the internal control framework in a public listed company. ,1,Understand Explain instruction pipelining in detail.,1,Understand Explain briefly the design development process.,1,Understand The 45 mm diameter of shaft is made of steel with the yield strength of 400 MPa.,2,Apply Write note on interrupt structure of 8051.,1,Understand Explain Low pass filter using op-amp with its frequency response.,0,Remember Distinguish between stock dividend and stock split by providing one relevant example. ,3,Analyze Define liberal art.,0,Remember Explain SCTP protocol in detail.,0,Remember Draw the body-centered cubic cell and determine its packing fraction. State and explain the assumptions you have made. ,2,Apply "Bernard has successfully determined the sequence of Protein X which consists of 110 amino acid residues. He is interested to predict the protein struc using the available homology modelling software. Based on your knowledge of the mechanism of protein folding, comment on the reliability and accuracy of the prediction. ",4,Evaluate Draw Production Possibilities Frontier and Trading Possibilities Frontier for China and South Africa.,1,Understand State any four applications of DC Series motor.,1,Understand Write short note on NodeJS,0,Remember Explain the following number predicates using a suitable example.,3,Analyze "Describe how the soil colloidal complex tends to serve as a ""reservoir"" for plant nutrients. ",1,Understand Write the short note on application of PLL,0,Remember Compare array and linked list.,3,Analyze Enlist various types of residential buildings and explain any one in detail.,0,Remember What is package in Java?,0,Remember Explain what a junk bond is and its role in the financial market. ,1,Understand What is gas chromatography?,0,Remember "Distinguish among acidic, saline and sodic soils. ",3,Analyze What are heat exchanger?,0,Remember Design and discuss the project decomposition and work task communication process.,0,Remember Write a program to generate square wave of 50Hz frequency with 50% duty cycle on pin 2.3. Assume XTAL=11.0592 MHz & use timer 0 inmode l.,2,Apply Propose a line-up procedure that police departments can use to improve the accuracy. of eyewitness testimony. Support your proposal with ONE (1) relevant example. Elaborate your example in details. ,5,Create Write short note on design activism.,1,Understand "Market anomalies are research findings that do not support market efficiency hypothesis; that is, they are evidence that inefficiencies do exist. Discuss FIVE (5) common market anomalies. ",1,Understand Give the steps involved in the preparation of Methyl Organe.,0,Remember What is software quality?,0,Remember Construct a binary search tree for the for following data.,2,Apply What is fold?,0,Remember Explain the interface design steps.,3,Analyze Draw and explain the interfacing of LCD with Port D and Port E of PIC18FXX microcontroller.,3,Analyze Justify whether tRNA or mRNA would be more extensively hydrogen bonded. ,4,Evaluate Explain the following functions used to handle GPIO in AT mega 328P Arduino board with suitable example.,3,Analyze Describe the different factors affecting the evaporation operation.,2,Apply Obtain Z-parameters of two-port network for the given network in the Fig. 8.,2,Apply Discuss any FOUR (4) elements which are embedded in Total Quality Management Programme. ,1,Understand Obtain regression line of the following data.,2,Apply Explain the circuit diagram of level shifter.,0,Remember Explain geometrical isomerism in compound with one double bond.,3,Analyze Aluminum is a preferred plate making material.,0,Remember Draw ONE (1) point perspective with TWO (2) geometrical forms.,1,Understand What is ROM?,0,Remember Define about class and object in Java?,0,Remember Implement Digital clock by using counter ICs.,2,Apply The oscillating jet method is commonly used to study the surface/interfacial tensions. Give another THREE methods that are used to measure surface/interfacial tension. ,1,Understand Draw and explain in detail Pool boiling curve with significance of each point in the pool boiling.,3,Analyze Describe the constructional details and operation of the capacitor start capacitor run induction motor with the help of diagrams.,0,Remember What is a deadlock?,0,Remember Draw and explain diagram of a CRO.,2,Apply Identify and describe the FOUR (4) criteria for judging economic outcomes. ,1,Understand Describe the function of International Monetary Fund (IMF).,0,Remember Draw and explain detail block diagram of hardwired control unit.,1,Understand Support your answers with ONE (1) example from everyday life for each type of personality. ,4,Evaluate Explain with appropriate example the feasibility of dam alignment which is crossing a DYKE.,3,Analyze Elaborate about enabling and disabling interrupts in 80386.,3,Analyze Explain construction of brushless DC motor.,0,Remember With the neat diagram explain working of weighted resistor DAC?,3,Analyze Sketch a graph that associates with a monopoly. Find the profit-maximizing level of output and label it as q*. Find the price that firm should charge and label it as P*. Explain how the profit-maximizing output and price the firm should charge are determined. Explain what the firm should do if marginal revenue is higher than marginal cost. ,3,Analyze Compute GCD of the following using Euclidean algorithm.,0,Remember Derive an expression of velocity and shear stress distribution for laminar flow through pipe.,3,Analyze Write in detail mineral wealth of GONDWANA.,1,Understand Companies must take reasonable steps to ensure that their investors enjoy equal access to material information. Briefly describe SIX (6) corporate disclosure policies under Main Market Listing Requirements (MMLR). ,0,Remember Enlist the factors affecting tool life.,0,Remember List FIVE (5) differences between forward and future market. ,0,Remember Massive Open Online Course (MOOC) is a developing trend in media and technology. Predict the future of higher education with MOOC. ,1,Understand Differentiate between brass and bronze?,0,Remember "If the value of the bond is RM900 and coupon are paid semi-annually, compute the yield to maturity (YTM) and the current yield of the bond. Interpret your answers. ",2,Apply The connecting rod of an engine has length equal to 200 mm between centers and has mass equal to 2.,2,Apply A rectangular simply supported beam of 5m span is subjected to a central point load of 100 kN. The given beam is 300 mm wide and 500mm deep. Determine maximum bending stress induced in the section.Draw Bending Stress Distribution diagram.,2,Apply Explain necessity horizontal and vertical controls in construction activity.,1,Understand Give brief description of optical isomerism.,0,Remember "Evaluate CFdr⋅ for 2 ˆ ˆˆ F 2 xi xyj z k =+ + along the curve C x = t, y = t2, z = t3 from t = 0 to t = 1.",2,Apply "Using transmission-gates, design and sketch a 4-to-1 multiplexer. ",5,Create What is threaded binary search tree.,1,Understand Explain why hazard identification in the case of pathogens is complicated. ,1,Understand E.,0,Remember Describe in detail about purification of protein by affinity chromatography.,3,Analyze Eukaryotic genome is mostly repetitive DNA and non-coding sequences. Elaborate the statement. ,1,Understand Explain in detail the functions of ADCON0 SFR of PIC 18 microcontroller.,3,Analyze State the Limitations of frequency domain approach.,0,Remember Discuss in detail the studies to be carried out in reservoir areas of a dam.,0,Remember Explain the effect of water cement ratio and effect of maximum size of aggregate on the strength of concrete.,0,Remember With the help of diagram explain the concept of solar thermal power plant.,0,Remember "Microbiota-based models may be an alternative method to facilitate the use of data on the gut microbiota in certain diseases. For example, NextSeq 550 and NextSeq 550DX platforms have been used to detect gut microbiota in non communicable diseases. Compare and contrast both platforms with regards to their regulatory status, key applications and array scanning.",3,Analyze Compare between Kaplan turbine and francis turbine.,3,Analyze Briefly analyse the SIX (6) internal control procedures over the payroll process of a multinational organisation. ,3,Analyze Use minimum 8 functions of vector STL.,0,Remember Derive an expression of shear stress and velocity distribution for lamiral flow through circular pipe.,3,Analyze Draw and explain the interfacing diagram of DAC0808 with PIC18FXX microcontroller.,3,Analyze The connecting rod of horizontal engine is 400 mm long between the centers.,2,Apply Describe the major functions or roles of soil microbes that beneficially impact human health and welfare. ,1,Understand List FIVE (5) categories of Intentional Crises and FIVE (5) categories of Unintentional Crises. ,0,Remember Which are different ways of evaluation of expression?,0,Remember Explain the different types of flames used in oxyacetylene welding.,0,Remember Explain in detail the working of wheatstone bridge with equations.,3,Analyze Compare paramagnetic and ferromagnetic material.,3,Analyze What is congestion Control?,0,Remember A hollow shaft 1.,2,Apply Briefly explain the desire properties of aggregate in producing concrete mixture. ,1,Understand Draw circuit diagram of current mirror circuit and explain in detail.,1,Understand Define the following with examples.,0,Remember Explain the classification of memories based on their principle of operation.,1,Understand What is meant by Associative container?,0,Remember Suggest any FIVE (5) dimensions of service quality that could be taken into consideration by the kindergarten management for its future operations improvement. ,5,Create Describe with block diagram ditital signal hierarchy using T1 carrier system.,1,Understand State the necessity of FRL unit in Pneumatic System.,1,Understand What is evaporation?,0,Remember Propose TWO (2) self-presentation tactics for impression management. ,5,Create Discuss the different file allocation methods with suitable example.,0,Remember Give classification of steels on the basis of composition.,0,Remember List the important characteristics of comparator. What are the advantages of schmitt trigger over comparator.,0,Remember What is the need of electric vehicle?,1,Understand "Discuss why physical weathering is more prevalent in dry, cool regions while chemical weathering is more prevalent in wet, hot regions. ",1,Understand Write a short note on checking verticality of tall building.,1,Understand Describe the features of lactate dehydrogenase (LDH) as an isozyme. Discuss the diagnostic importance of LDH.,1,Understand With neat diagram explain working of IC 555 as a Astable Multivibrator.,0,Remember An emf 200 V is in series with a.,2,Apply Explain construction and working principle of Kaplan Turbine with application.,0,Remember Explain briefly EDM process characteristics.,0,Remember Define and explain the THREE (3) steps of bringing a new security issue in primary market. ,1,Understand Write a C function to insert a node into a singly linked list.,2,Apply List out various starters used for three phase induction motor and explain DOL starter in detail.,0,Remember Briefly describe the BLOSUM scoring matrix. ,1,Understand Draw and explain the interfacing diagram of DAC0808 with PIC18FXXX.,0,Remember Discuss THREE mechanisms of vegetative reproduction that make certain weeds successful in establishment. ,1,Understand Draw the neat sketch of arch and explain any four components.,2,Apply Explain the relationship between bond price and market interest rate using the bond pricing formula. ,1,Understand Define the basic concepts of Educational Technology. ,0,Remember Assuming crystal frequency of 11.,2,Apply Write a note on elements of a Configuration Management System.,0,Remember How multiple catching is implemented in exception handling?,3,Analyze State four temperature scale available give conversion formulae of it.,0,Remember In a geometrically similar model of weir the discharge is 0.,2,Apply Explain in brief the importance of preliminary geological exploration in civil engineering project.,0,Remember Find the Laplace transform of the function.,3,Analyze Draw ONE (1) self-contained format and ONE (1) free form format of logo design. ,1,Understand "Standardized, reusable containers have fairly obvious benefits for shipping. Use five (5) points to justify the purpose of these devices within the plant. ",4,Evaluate Explain THREE (3) waves of globalisation. ,1,Understand What is carburetor?,0,Remember Explain the virtual memory.,0,Remember Define Continuous time Fourier Transform and Inverse Continuous time Fourier Transform.,0,Remember What does inheritance mean in C++? Give an example of each.,0,Remember How does the welding of high carbon steels differ from that of medium carbon steels and low carbon steels?,3,Analyze Design a helical compression spring for a maximum load of 1000 N for a deflection of 25 mm using the value of spring index as 5.,2,Apply What is Curie temperature? Explain Ferro-magnetic behaviour below critical temperature.,0,Remember The diameters of an impeller of a centrifugal pump at inlet and outlet are 36cm and 72 cm respectively.,2,Apply What is operator overloading? Write a program to overload Unary operator.,0,Remember What are the classification of transducers? Explain any 2 in detail.,0,Remember Draw ONE (1) organic shape and ONE (1) geometric shape. Apply tone and shading.,2,Apply Write a short note on interpolation and approximation.,0,Remember The vapour pressure of aqueous solution of glucose at 373 k is 750 mmHg.,3,Analyze Explain Ultrasonic method for level measurement with suitable diagram.,2,Apply Find the ‘Q’ point for a dual input balanced output differential amplifier with RC = RE = 65 k . supply voltage used is ± 1s V .,2,Apply Explain the factors affecting Compaction of soil.,0,Remember What is Hydrology?,0,Remember List down and explain in brief the screen frame purpose and requirement.,0,Remember What are types of Electric Vehicles?,0,Remember The independence of external auditors is extremely critical due to their roles in providing true and fair view on a company financial position. Develop THREE (3) safeguards to reduce the threats on external auditors' independence. ,5,Create "Referring to the given poster design, explain in details the usage of elements and principles of arts. ",1,Understand What is cost of quality?,0,Remember Draw and explain DMA block diagram.,0,Remember Demonstrate the steps involved in setting out of a building foundation and discuss the setting out of purposes. ,2,Apply Define following.,0,Remember GenBank offers a few options for nucleotide sequence submissions. Name TWO available options and when are they used. ,1,Understand What is the use of segment in animation?,0,Remember What are different mechanisms of polarization?,0,Remember Explain virtual base class and virtual function with example.,3,Analyze What is Virtual function? Explain how to achieved run time polymorphism.,0,Remember What are coordination catalyst explain with the help of wackers process.,3,Analyze Describe CPSR of ARM7 in detail along with diagram and use of SPSR.,3,Analyze Sketch PM waveform for sinusoidal input signal.,2,Apply Distinguish between buckle and knife folding mechanism with suitable diagram.,3,Analyze What is risk projection?,0,Remember Explain regenerative braking in case of DC motor.,0,Remember Explain the types of HMI?,3,Analyze Explain with appropriate example how schedule can be prepare using PERT.,3,Analyze There is a relationship between the level of construction activity and a country's stage of development. Discuss.,3,Analyze A three phase 50 Hz overhead transmission line consist of three conductors each of diameter 0.,2,Apply Design the sequential circuit for the given state diagram using D flip flop.,2,Apply Explain requirement of CAD file format for CAE.,0,Remember Define CDF and state any four properties of CDF.,1,Understand What are the advantages and disadvantages of TBT?,3,Analyze Calculate the inventory turnover. ,2,Apply Explain with suitable example Update Anomalies.,0,Remember Draw and explain the ARM family core architecture.,0,Remember Explain the growth of pharmaceutical packaging industry in India.,0,Remember Explain FOUR (4) types of process design that could be found in manufacturing companies. ,1,Understand Explain the activities involved in the building process. ,1,Understand Majority shareholders may be opportunistic at the expense of minority shareholders due to their controlling stake in the company. Explain majority agency problem in the context of corporate governance. ,1,Understand Justify whether the enzyme after step 'Size-exclusion chromatography' is pure. Suggest a method to estimate the purity of the enzyme preparation. ,4,Evaluate The following observations were recorded during a test on 4 stroke single cylinder diesel engine.,2,Apply Explain the function of CCP1CON SFR along with its format.,3,Analyze Elaborate Method overriding and dynamic method dispatch in Java.,3,Analyze Explain RMC with their advantages and disadvantages.,1,Understand Explain FOUR (4) advantages of using multimedia in classroom. ,1,Understand Explain Vant Hoff Boyles law and Vant Hoff Charles law and combine form.,3,Analyze Discuss any three terminology related to psychometric.,0,Remember Explain one example try block with multiple catch statements.,1,Understand Explain in details Core Less type Induction Furnace.,0,Remember What are major and minor losses?,0,Remember Derive the e.,3,Analyze "Using Tom Duncan's levels of brand relationship intensity, explain the relationship between Apple iPhone and its customers.",1,Understand "Explain the SOC, EOC, & OE pin of ADC 0809.",0,Remember With neat circuit diagram explain I to V converter.,0,Remember What is mean by primitive data type and list out primitive data types available in Java with example?,0,Remember With neat labels draw Iron Carbon Equilibrium Diagram?,0,Remember "In computational methods of analyzing flows in rivers and channels, effects of turbulence are reflected in different ways depending on how the flow is modelled. Give examples of these models and explain the advantages and shortcomings. ",1,Understand Identify FIVE (5) conditions that one needs to meet in order to be an independent director in Malaysian public listed company (PLC).,0,Remember Explain the role of mesofauna in the decay of fresh organic matter.,1,Understand Indicate whether S2 or S3 is useful for genetic linkage analysis. Justify your answer. ,4,Evaluate The air standard diesel cycle has a compression ratio of 14.,2,Apply A frequency modulated signal is given by,2,Apply List FIVE (5) types of trick questions.,0,Remember Explain Darlington connection and explain how it improves the current gain.,1,Understand Name and briefly discuss the EIGHT (8) documents used in the purchase and cash disbursement process of a company. ,1,Understand Write down paper characteristics.,0,Remember Propose a suitable type of glass that is used to construct a transparent fiat roof for the entrance of the Heritage Hall in Universiti Tunku Abdul Rahman. ,5,Create Describe the characteristics of an entrepreneurship.,0,Remember List FOUR (4) general requirements for floor finishes. ,0,Remember Let I be the set of all integers.,2,Apply Describe any three specification of ADC.,1,Understand Implement the given logic function using a 4:1 multiplexer,2,Apply What are different security parameters considered while designing any IoT system?,0,Remember A string is stretched and fastened to two points L apart.,2,Apply Differentiate between a microprocessor and a microcontroller.,3,Analyze Explain the disaggregation of tissue with trypsinization and its significance.,3,Analyze "A computer while calculating carrelation coefficient between two variables X and Y from 25 pairs of observations obtained the following results : n = 25, X 125, 2X 650, Y1 0 0 , 2Y 460, XY 508. Later it was discovered that the values (X, Y) = (8, 12) was copied as (6, 14) and the value (8, 6) was copied as (6, 8). Obtain the correct value of the correlation coefficient.",2,Apply Compare SSB and VSB.,3,Analyze With the help of a neat diagram explain the operation of an adjustable voltage regulator using IC LM 317.,2,Apply What are the standard design considerations for the agitated vessel system?,0,Remember Explain in brief a manufacturing process of urea from ammonium carbamate.,0,Remember Discuss the impact of advertising on children. ,1,Understand Define foundation.,0,Remember State and explain the physical significance for following properties for CT signals.,1,Understand Calculate moment at supports for the frame as shown in figure 7 by moment distribution method and draw BMD.,3,Analyze A boiler evaporates 3.,2,Apply What is Work Breakdown Structure?,0,Remember Explain the following concept.,0,Remember "Calculate Sharpe's measure for the AOV Portfolio and the market. Compare the TWO (2) measures, and assess the performance of the AOV's portfolio during the year just ended. ",2,Apply Draw the circuit diagram of full wave preusion rectifier and Explain.,0,Remember What do you mean by concrete mix design?,0,Remember A box contains 100 bulbs out of which 10 are defective.,2,Apply Explain with neat diagram the external hardware interrupts of PIC18 microcontroller in detail.,3,Analyze Write any four industrial applications of the DC series and DC shunt motor.,0,Remember Explain FPGA architecture.,1,Understand In the model test of a spillway the discharge and velocity of flow over the model were 2.,2,Apply Explain any three welding defects with their causes and remedies.,0,Remember Explain classification of gears along with applications of each type.,0,Remember Find Y parameters or the Network Shown.,2,Apply Briefly explain if restriction mapping is useful in determining the presence of minisatellite. ,1,Understand Name FOUR (4) types of soil in-situ field test and its application. ,0,Remember Draw interfacing diagram of LED with Arduino board also write the algorithm to blink the LED.,3,Analyze Explain method overriding with a suitable example program.,0,Remember Random sample of 400 men and 600 women were asked whether they would have a school near their residence 200 men and 325 womenwere in favour of proposal.,2,Apply With suitable diagram explain nucleonic method of level measurement.,1,Understand Give types of evaporators and write on Calendria type evaporator with neat sketch.,0,Remember What are various operations on Graph?,0,Remember Establish with examples why the concept of entropy is essential to explain the direction of spontaneous processes.,3,Analyze Prove that 242( )(l o g ) () .ba a rba r b rrr    ,3,Analyze Draw and explain frame synchronizer.,0,Remember Write a note on memory hierarchy.,0,Remember Derive the expression with usual notations for total pressure and centre of pressure for vertical plane surface submerged in liquid.,3,Analyze Sketch ONE (1) movement to show repetition in shape and color. ,1,Understand Use labeling procedure to find a maximum flow in the transport network given in the following figure.,2,Apply Define package and interfaces in Java?,0,Remember Define Project Scheduling.,0,Remember With suitable diagram explain working of LVDT.,2,Apply Explain any three errors in induction type energy meter in detail.,3,Analyze Draw & explain the working principle of cone & plate viscosity measurement. State the advantages & disadvantages of it.,0,Remember Construct Minimal spanning tree for the following graphs using prims algorithm.,0,Remember Briefly explain which characteristics of alluvial soils make them ideal for agriculture. ,1,Understand Discuss types of priority queue and how it is different from simple queue.,0,Remember Construct A VL tree for following sequence of keys.,0,Remember Explain briefly the procedure of conducting Unconfined Compression Test on clayey soil sample. Draw Mohr’s circle for the test.,0,Remember Draw and explain Block diagram of an adjustable three terminal positive voltage regulator.,1,Understand Explain Phase angle measurement by Lissajous pattern.,1,Understand A retaining wall with a smooth vertical back retains a purely cohesive fill.,2,Apply Explain 3 position relative pole method for synthesis of four bar chain mechanism.,0,Remember Is there any difference between throw and throws in exception handling in Java?,3,Analyze Define BCNF.,0,Remember List down the fabric stretching methods and expalin in brief the fabric stretching methods.,0,Remember Differentiate between ROM and RAM.,0,Remember Write a note on Lapping process.,0,Remember What are inline functions?,0,Remember Define the different categories of risks?,0,Remember Draw neat diagram of 3 phase FWR with R load.,0,Remember Elaborate FOUR (4) advantages of using Web 2.0 and 3.0 in teaching and learning. ,1,Understand Draw neat diagram and explin single phase half wave rectifier with pure resistive laod.,0,Remember Briefly describe the advantages of marker assisted selection in farm animal breeding. ,1,Understand Evaluate THREE (3) neurocognitive difficulties that may be experienced by people with suicidal-related behaviors. ,4,Evaluate What is the difference between inverting and non-inverting amplifier.,0,Remember What are the various data operands on which instruction operates?,0,Remember Explain the RISC and CISC characteristics.,0,Remember "Discuss the benefits of palm oil, in terms of versatility, diet-health relationship and sustainability. ",1,Understand Assuming that the diagram of 1000 brass plugs taken consecutively from machine form a normal distribution with mean 0.,2,Apply Second moment 2μ about mean is,2,Apply Explain the geometry of a single point cutting tool with suitable sketches.,0,Remember Explain THREE (3) reasons why AD curve is downward sloping.,1,Understand Explain flat type solar collector and its application.,0,Remember Define binary tree. Explain following terms with suitable examples:,0,Remember Which are the important properties desired from electrical materials?,0,Remember What is sequential logic circuits?,0,Remember Explain in detail the chemisorptions of ammonia. Focus only on molecular adsorption of ammonia on a solid surface at low temperature.,1,Understand A point in a strained material is subjected to stress as shown in figure 7.,2,Apply Compare TCP and UDP Header with suitable diagram.,3,Analyze A rectangular beam 150 mm wide and 300 mm deep is subjected to maximum shear force of 80 KN Determine Average shear stress andMaximum shear stress.,2,Apply Convert JK flip flop into T and D flip flop.,2,Apply Define the following terms with example with respect to Binary Tree:,0,Remember The pair of regression Linens are L1 : 8 x –10y + 66 = 0 and L2 : 40 x –18y = 214,3,Analyze Write advantages of modeling a physical system and explain the concept of transfer function with the help of suitable example.,0,Remember What are the objectives of material management?,0,Remember What are different factors affecting sag of transmission line?,0,Remember Explain various factors which affects breakdown of solid insulating material.,1,Understand Explain the working of PV cell and Simplest Equivalent Circuit for a Photovoltaic Cell.,0,Remember Discuss the advantages of reducing the minimum feature size.,1,Understand Compare Zener breakdown with avalanche breakdown in a pn junction and state THREE differences. Name a device that utilizes each breakdown mode. ,3,Analyze Explore the need for a protection mechanism in 80386.,3,Analyze What are the various types of manometers?,0,Remember What is powder Metallurgy?,0,Remember Give FOUR information that can be obtained from Scanning Electron Miscroscope (SEM).,1,Understand Sate the principle of stadia tacheometry?,0,Remember A steel rod 5m long and 40mm diameter is used as a column.,2,Apply Write short note on carburizing and list its applications?,0,Remember "John Watson passed away and left behind a legal child, Mary Watson, as well as two girlfriends, Susan and Petty, who were in their 8 week of gestation. Susan claimed that she bore an illegitimate child of John Watson. Propose and design the most suitable paternity experiment to prove Susan's claim. You may outline your experiment using schematic diagram(s). ",5,Create Draw and label the typical heat denaturation curves for mesophilic and thermophilic enzymes. ,1,Understand Explain the concept of GPIO in AT mega328P.,3,Analyze Find the multiplicative Inverse of 37 mod 26 using Extended Euclidean Algorithm.,2,Apply Describe the economic growth and FOUR (4) sources of economic growth. ,0,Remember Draw powerflow diagram of DC motor write the respective expressions of Power and losses involved.,1,Understand Briefly explain the SIX (6) key activities involved in the conversion cycle of a manufacturing company. ,1,Understand Why starter is required in a DC motor?,1,Understand What are the fundamental requirements of residential building?,0,Remember Write down a C++ program for copy constructor for string class.,2,Apply Draw a production possibility curve to show the combination of flats and houses which could be achieved on the site. ,2,Apply Draw and Explain working of SCR.,1,Understand Briefly discuss THREE factors with ONE example each that should be considered when determining fertilizer placement method. ,1,Understand "Besides silicon and germanium, name ONE (1) other material which could be used to fabricate transistors. ",1,Understand Explain how the BAUD rate is set for serial communication in 8051 microcontroller.,1,Understand Identify FIVE (5) problem solving processes. ,0,Remember Define field with an example.,0,Remember List and explain the different metrics in the process and project domain.,0,Remember The lifetime of an article has a normal distribution with mean 400 hours and standard deviation 50 hours.,0,Remember Explain PLL operation in detail with neat block diagram.,0,Remember Suggest and explain TWO (2) ways to measure a bank's profitability. ,5,Create Draw and explain Cluster and Cluster Architectures.,3,Analyze What are filters hydraulic Systems?,0,Remember Write Short Note on Cluster Configuration.,1,Understand Is it possible to construct a graph with 12 nodes such that 2 of the nodes have degree 3 and the remaining have degree 4.,3,Analyze A Kaplan turbine working under a head of 24 m develops 12000 kW shaft power.,2,Apply "When quantity discounts are offered, justify why it is not necessary to check discount points that are below the EOQ or points above the EOQ that are not discount points. ",4,Evaluate Explain Preliminary Geological Investigations carried out for Tunneling.,1,Understand Define Graph.,1,Understand Discriminate between Brazing and Soldering.,3,Analyze Differentiate between contact and systemic herbicides. ,3,Analyze What is meant by Precipitation Titration?,0,Remember Discuss the factors that affect the stability of high-rise buildings.,1,Understand State merits and demerits of LMO Battery.,0,Remember State the forces stabilizing functional structure of enzyme which is most susceptible to drastic pH changes. Explain your answer using an example. ,1,Understand Explain briefly FIVE (5) strategies for effective packaging design. ,1,Understand Design monostable multivibrator using timer 555 pulse width of 5 seconds.,2,Apply Illustrate the various IoT communication APIs?,0,Remember Concrete mould can be fabricated using steel or plastic. Differentiate the characteristics of concrete mould that is produced by these materials. ,3,Analyze Explain class template using multiple parameters?,2,Apply Describe the operation of TTL logic circuit working as NAND gate.,1,Understand Calculate the percent invested in inventory. ,2,Apply Give brief information of Austenite to Pearlite Transformation.,1,Understand Explain in brief what is folding.,0,Remember Construct a Radial Drilling Machine and Explain.,0,Remember What is mountain building process?,0,Remember Differentiate between Map and aerial photograph?,3,Analyze Explain in brief important elements affecting the screen printing process.,0,Remember Derive an expression for the inductance of three phase overhead transmission line when conductors are unsymmetrical spaced buttransposed.,3,Analyze With suitable example write short note on the fractal lines.,3,Analyze Use the Gauss Jordan method to find the inverse of the following matirx.,2,Apply Discuss in detail drilling as a method of subsurface geological explortion.,0,Remember Explain Fixed Partitioning and Dynamic Partitioning memory management Schemes.,1,Understand A reaction turbine works at 450 r.,2,Apply A rectangular plane surface 3m wide and 4m deep lies in water in such a way that its plane makes an angle of 30º with the free surface of water.,2,Apply Explain with neat diagram how is Lissajous pattern used for phase measurement?,2,Apply """The slope has been standing for more than 15 years! So it is safe"" and ""Geological report shows that the slope is safe"". The above statements are the common misconception. Propose FIVE (5) construction controls to ensure the safety of construction of residential building on hill-site in Malaysia. ",5,Create Draw and explain how CMOS inverter works as amplifier with active load configuration.,1,Understand Briefly describe the general properties of plastic in terms of strength and durability. Comment also why plastic is not suitable to use as reinforcement bar for concrete structure. ,4,Evaluate Explain grid connected wind energy conversion system with the help of neat diagram.,0,Remember Explain any four selection parameters of PLC also enlist functions of PLC.,0,Remember Analyze the effect of similarity-dissimilarity on attraction by using TWO (2) theories. ,3,Analyze Write down chemical characteristics of packaging.,0,Remember Explain the significance of the position of rubber-synthesizing cis prenyltransferases in the structure of a rubber particle. ,1,Understand The key success of Arnold Palmer Hospital is its implementation of Total Quality Management (TQM) Programme. Describe FIVE (5) principles of TQM Programme which have been adopted by the aforesaid hospital. ,1,Understand Why surge tanks are used in hydro power plant?,0,Remember "Provide a guideline for effective use of photography of display materials"" in teaching of English language. ",1,Understand Discuss briefly energy band in conductor and insulator.,0,Remember With the help of neat diagram explain working of symmetrical schmitt trigger?,3,Analyze What are rolling contact bearings?,0,Remember Define Ring.,0,Remember Using Green’s theorem evaluate CFdr⋅ where,2,Apply Explain the types of models in Batch Process.,0,Remember What are the considerations for natural lighting in a residential building?,2,Apply Design and sketch the layout of a CMOS inverter. ,5,Create Explain Taylor’s series method for solution of ordinary differential equations.,0,Remember What is states of counter?,0,Remember Use Gauss Seidel method to solve the following system of equations,2,Apply Describe the purposes of utilizing Building Information Modelling in the construction industry. ,1,Understand Classify continuous control modes used in process control system and explain PID controller with suitable example.,3,Analyze What is containment?,0,Remember Briefly explain FOUR (4) manufacturing layout you have learned.,1,Understand Explain block diagram of digital computer.,0,Remember The screw of a shaft straightener exerts a load of 30 kN as shown in Fig.,2,Apply Solve the differential equation ()() ()3dy tytx tdt+= for input ()()2txte u t-= . Assume zero initial conditions.,2,Apply Calculate the number of degrees of freedom of mechanism as shown in fig.,2,Apply With neat circuit diagram explain V to I converter.,0,Remember Discuss Blow molding process with neat sketch and give any two applications of it.,0,Remember "Draw a technology enhanced language learning classroom sketch for a grammar lesson with 10 low proficiency students, aged 13. You should include FIVE (5) basic technology facilities with label which are essential to the integration of technology in the classroom. ",1,Understand What is modulus of counter?,0,Remember "A rectangular column of 240 mm × 150 mm is subjected to a vertical load of 110 kN, acting at an eccentricity of 60 mm in a plane bisecting150 mm side. Determine the maximum and minimum stresses.",2,Apply Write short note on Interrupt enable register.,0,Remember Explain how human capital can lead to economic growth. ,1,Understand cohesion.,2,Apply Describe the elements of machine instructions.,0,Remember Elaborate Advantages and Disadvantages of LIST Sequential Container.,0,Remember "Illustrate with a labeled drawing the pathway of sulfate assimilation in leaf mesophyll cells. In your answer, describe how sulfate is transported from the root to leaf cells, the energy requirements of sulfate assimilation, and the fate of unassimilated sulfate. ",1,Understand Identify and elaborate FOUR (4) determinants of an option's premium.,1,Understand Determine the fourier series for the signal with the periodic wave as shown in fig.,2,Apply What do you understand by RERA Act?,0,Remember Write a program in C to toggle all bits of Port 1.,2,Apply Elaborate on how you will use IoT for remote healthcare.,0,Remember Describe the SEVEN (7) advantages of radio advertising. ,0,Remember Describe the interactions involved in stabilization of enzyme's quaternary structure. Explain which of these interactions is the least likely to be affected by denaturation at a liquid-liquid interface. ,1,Understand Explain how transactions are audited in an electronic data interchange environment. ,1,Understand Evaluate your sketch with ASSURE's model procedure. ,4,Evaluate Explain in brief exploration methods in production of crude petroleum.,0,Remember Explain following QC tools.,0,Remember "“Instead of focusing only on investing in local market, some investors also invest in foreign market”. Justify above statement by providing FOUR (4) benefits of investing in foreign market. ",4,Evaluate Discuss types of systems for internal combustion engine.,3,Analyze Define signal.,0,Remember Analyze the frame shown in figure 3 by slope deflection method and draw BMD.,3,Analyze Explain Rebhann’ s graphical method for determination of earth pressure on retaining wall.,2,Apply Explain winding number method.,1,Understand Distinguish between products from physical and chemical weathering. ,3,Analyze What is mean by earthquake resistant structures?,0,Remember Explain Closely Coupled and Loosly Coupled microprocessor systems.,1,Understand Explain Different type of join with suitable example.,0,Remember Draw the detailed block diagram of SMPS and explain its operation.,1,Understand What precautions should be taken for welding high reflective materials using laser welding?,2,Apply Define query processing.,0,Remember What are zeolites?,0,Remember Define corrosion.,0,Remember What do you understand by Leadership in Energy and Environmental desing (LEED)?,0,Remember Explain Interfaces in Linux.,0,Remember What are different methods of speed control for three phase induction motor.,1,Understand A coin is tossed 160 times and following are expected and observed frequencies for number of heads.,2,Apply List the Various VHDL operators.,0,Remember List various properties required for bearing material?,0,Remember Compare the Gas Turbines with I.,3,Analyze State the applications of aerial photogrammetry in surveying?,0,Remember With suitable block diagram explain working of static energy meter.,1,Understand Explain rotor resistance starter used for slipring induction motor with suitable diagram.,1,Understand Draw neat microstructures of the following.,2,Apply Write a pseudo code to insert new node in to singly link list.,2,Apply Explain how to use a particular package in a Java program.,1,Understand Describe Inheritance.,0,Remember List various types of direction control valve.,1,Understand Compare Analog and Digital communication.,3,Analyze Explain the basic concepts in construction economics as introduced by Myers (2017).,1,Understand Explain FOUR (4) major forces which move water into wall claddings and measures to be taken to eliminate these problems. You are required to include illustrations in your explanation. ,1,Understand What is inheritance?,0,Remember Derive the relationship between the mole fraction of components taking part in the reaction and the extent of the reaction.,3,Analyze Calculate the diameter of the shaft used in agitation system.,2,Apply State different objective of D.,0,Remember A quantity of air having a volume of 400 m 3 at 30ºC DBT and 25ºC WBT is heated to 50 ºC DBT.,2,Apply Define semi groups.,0,Remember "Recommend a suitable metal for the fabrication of power tools like drills, files and chisels. Your recommendation should be justified by elaborating the important properties of the proposed metal. ",4,Evaluate Explain the classification based on their physical characteristics.,0,Remember "According to many researchers, market inefficiencies do exist in most of the stock markets in the world and also known as market anomalies. This situation is contradicted to market efficiency hypothesis. Describe SIX (6) market inefficiencies that commonly happen in the stock markets. ",1,Understand Explain in brief various retrofitting techniques used to strengthening RCC column and beams.,1,Understand List THREE factors that influence the type of irrigation used in agriculture. ,0,Remember Explain how surcharge will affect earth pressure for cohesionless and cohesion soils in active state with pressure diagrams.,3,Analyze Define quality.,0,Remember Explain carnot cycle with neat diagram.,0,Remember Define sequential file organization.,0,Remember With neat waveforms explain the measurement of frequency by sweep method and Lissajous pattern method is dual trace oscilloscope.,1,Understand Suggest TWO possible poultry breeds that Kaseem are breeding for Malaysia broiler industry. ,5,Create Explain the main disadvantage of Lineweaver-Burk plot. Suggest an alternative method to Lineweaver-Burk plot. ,5,Create Explain the solidification of pure metal.,1,Understand Write a note on assembly language elements.,0,Remember Differentiate between soil fertility and soil productivity. ,3,Analyze Explain FIVE (5) characteristics of social media. ,1,Understand Design a vendor-rating form that represents your comparison of the education offered by universities in which you considered/are considering/have considered enrolling. ,5,Create Define monochromatic emissive power and monochromatic emissivity.,0,Remember """Instead of focusing only on investing in local market, some investors also invest in foreign market"". Justify above statement by providing FOUR (4) benefits of investing in foreign market. ",4,Evaluate Explain electrical method for level measurement with a suitable diagram.,1,Understand What are solid Solutions?,0,Remember In certain city 4000 tube lights are installed.,2,Apply Explain the compressive strength of concrete. How it is determined in laboratory.,0,Remember Write a short note on thermocouple.,1,Understand State the importance of finally blocks.,3,Analyze What is mean by programming in the large?,0,Remember Elaborate Compaction factor test.,1,Understand Explain name space with example.,0,Remember Explain generation of sine waveform using OPAMP. Draw input & output wave froms,0,Remember Describe a Link List as ADT.,0,Remember Explain building meterial used for green building.,0,Remember Explain the conceptual design process. ,1,Understand Define member stiffness; carry over moment and distribution factor.,0,Remember Teacher-prepared materials are the best form of resources for your English language lesson. State FIVE (5) factors that you would consider when preparing your resources. ,0,Remember Write a short note on block brakes.,0,Remember Compare stack with Queue.,0,Remember A pipeline of length 2km is used for power transmission.,2,Apply "Besides Field Programmable Gate Array (FPGA), name one other type of programmable logic device. ",0,Remember Draw and explain an Instrumentation amplifier interface with RTD bridge for temperature measurement.,0,Remember A 3 phase 80 kV transmission line is supported by 3 suspension insulators.,0,Remember "Based on your knowledge, describe TWO (2) foreign bonds that are well known in the market. ",0,Remember How O.,1,Understand Explain sill and Dyke as igneous intrusions.,0,Remember Describe Renaissance art style. ,0,Remember Explain THREE (3) data collection challenges in advertising research.,1,Understand Explain the six regimes of the pool boiling curve with the help of a neat diagram.,0,Remember Describe a circular linked list.,0,Remember With the help of torque speed characteristics explain effect of addition of external resistance in rotor circuit of 3 phase slipring induction motor.,1,Understand Write an 8051 C program to toggle only bit P2.,2,Apply Explain the function of the following component in HPP :,0,Remember Identify FIVE (5) Maslow's Hierarchy of Needs based on organizational context. ,0,Remember What is Lissajous pattern?,0,Remember Describe primitive data types.,3,Analyze "Define the designation “Frame = -3"".",0,Remember Find Controllability and Observability of the system given by state model.,2,Apply Which are the factor that affect on the output of the voltage regulator?,0,Remember Explain Project Management software in construction site planning.,0,Remember Explain voltage Divider using multiplier 534.,0,Remember A cylindrical pressure vessel 1.,2,Apply What are the steps in handling page fault?,0,Remember Find the Laplace Transform of following using the properties.,2,Apply Define pressure vessel and explain design of pressure vessel subjected to external pressure.,0,Remember Discuss the significance of genome studies in molecular medicine.,1,Understand What is scaling?,0,Remember What is machine instruction?,0,Remember Discuss THREE (3) factors influencing the conflict management process. Support each of your answers with ONE (1) relevant example. ,4,Evaluate What do you mean by EV A?,0,Remember Explain any Electric vehicle in detail.,0,Remember What are polar plots?,0,Remember What is the cost of the MST?,0,Remember Explain following instructions of 8051.,1,Understand Define load factor and shape factor.,1,Understand What are the benefits of increased productivity?,0,Remember A three span continuous beam ABCD is loaded with ultimate loads as shown in figure 11.,3,Analyze Discuss the regulation of ATCase which is an allosteric enzyme. ,1,Understand What is friend function?,0,Remember What is spread spectrum?,0,Remember A 4m length of a tube has a buckling load of 2kN when used as a column hinged at both ends.,2,Apply Explain Helmholtz and Gibbs functions.,0,Remember Identify the compounds A and B in the following reactions.,3,Analyze Find the condition for symmetry and reciprocity of Z parameter.,3,Analyze "List the three types of RNA involved in the transcription and translation, and briefly explain their functions. ",1,Understand Explain the purpose of human communication process. ,1,Understand Briefly explain the characteristics of monopolistic market structure.,1,Understand Briefly describe the hierarchical classification of proteins using CATH classification. ,1,Understand Derive the expression Maximum Efficiency of a Square Threaded Screw.,3,Analyze Explain addressing modes of 8086.,1,Understand State properties of material used for solders.,0,Remember What is Stack?,0,Remember An electric current consists of an inductance 0.,2,Apply Derive with usual notations the basic governing “energy equation” of channel flow.,3,Analyze "Using a farm animal species of your choice, sketch a graph and describe the scenario that demonstrate a strong genotype by environmental interaction that could influence breeding objectives. ",2,Apply List the types of Lubricants with at list two examples.,0,Remember What is graphics rendering pipeline in a Virtual Reality system.,0,Remember What do you mean by:,0,Remember Give principle and instrumentation of flame photometry.,0,Remember Calculate the O/P voltage for a DAC whose output range is 0 to 10 V and input binary number 1001.,2,Apply Write a python program to insert a new item before the second element in an existing array.,2,Apply How the Queue ADT is implemented using a Python list.,0,Remember Draw hydraulic circuit for sequential operation of two cylinders.,2,Apply "Explain with neat diagram and output waveforms, Op-Amp as a zero crossing detector?",0,Remember "FinFET technology is developed to minimize some of the shortcomings in planar MOSFETs. With the aid of diagrams, show the differences between these TWO (2) transistors. ",2,Apply Describe the concept or purpose of Qlassic and CIS (Construction Industry Standards) documents. ,1,Understand Find center of pressure of the component as shown in fig.,2,Apply What is stability?,0,Remember A crude oil of viscosity 0.,2,Apply What is Radiation?,0,Remember Double Jet Pelton Wheel has a specific speed of 14 and is required to deliver 1000 kW.,2,Apply Name and sketch the proposed retaining wall in plan view to show the main elements of the wall. ,2,Apply Explain working of Horizontal axis type wind turbine with diagram.,1,Understand Apply Stoke ’s theorem to evaluate F cdr where Fyzi zxj xyk and S is upper part of sphere 22 21 xyz above XOY plane.,2,Apply Reason why hunger cannot be simplified as yet another homeostatic process. Provide TWO (2) points. ,1,Understand Discuss the steps in executing interrupts in PIC18 microcontroller.,3,Analyze Explain the working of an universal motor with help of suitable diagram.,0,Remember Draw and explain the operation of single phase bridge rectifier supplying RL load.,1,Understand Define attribution. ,0,Remember Give THREE (3) examples of common uses of standby letter of credit. ,1,Understand Explain the drawback of Sequential File Organization.,3,Analyze Differentiate between the PIC microcontroller and the ARM processor.,3,Analyze Derive the expression for the active state of pressure at any point for a submerged cohesionless backfill along with pressure diagram.,3,Analyze Explain the benefit if environment management system.,0,Remember Explain the price discriminations that associated with monopoly.,1,Understand Write an applications of GIS in civil engg.,2,Apply Design the clocked sequential circuit for the state diagram using JK flip flop.,2,Apply Write a note on Embedded and Dynamic SQL.,0,Remember Discuss the mechanism of E1 and E2 reaction of alkyl halides.,2,Apply Write the rules for BCD addition and give example.,0,Remember Write short note on.,1,Understand Perform depth first search algorithm on the following graph.,2,Apply Enlist different linear and angular methods of setting out of curves.,1,Understand Briefly explain why fatty acids such as stearic acid can be used in Langmuir Blodgett (LB) film deposition and how the monolayer is formed.,1,Understand What is precipitation titration?,0,Remember Derive the formula for Newton’s forward interpolation formula for the equally spaced data points.,3,Analyze Explain deadlock prevention and Recovery.,0,Remember Identify TWO (2) functions of crisis communication that must be addressed when communicating with internal stakeholder during a crisis. Explain your answer with an exarnple for each function. ,1,Understand Write a short note on Claisen rearrangement.,1,Understand Draw & explain the working principle of bimetallic thermometer. List one advantage & disadvantage with two application.,0,Remember Draw and label an Eisenthal-Cornish-Bowden direct plot. Explain how kinetic parameters could be determined from this plot. ,2,Apply Draw the TCA cycle.,0,Remember Explain the growth of boundary layer over a thin flat plate held parallel to the direction of flow in a real fluid.,1,Understand "The technology of VLSI is defined by the feature size. Over the years, the feature size has been reducing. Analyze and explain the reasons for doing so. ",3,Analyze What is indexing?,0,Remember A 200 V lap wound DC shunt motor has 800 conductors on its armature.,2,Apply Develop a time phased product structure.,5,Create Give the postfix and prefix expression   // ab c x y z ,2,Apply Explain the golden rules for User Interface Design.,0,Remember Draw and label the model of Karl Weick's Theory of Organizing. ,1,Understand With the help of a block diagram explain the fundamental units of a microprocessor.,3,Analyze Enlist various methods available for concrete mix design and explain the step by step procedure for concrete mix design IS 10262 method.,1,Understand What is the function of LM35?,0,Remember Explain Linux processes and Thread management.,0,Remember Differentiate between Carburizing and Nitriding.,3,Analyze Analyze the stability of soil using friction circle method with neat sketch.,3,Analyze The news reported that the chicken consumption in Malaysia has fallen by 17.25 percent. Use firm and industry diagrams to explain the short run and long run effects. ,2,Apply Write a program to turn off LED for connected to Port 0 when interrupt 0 occurs and turn it on when interrupt 1 occurs.,2,Apply Define color temperature. ,0,Remember Suppose that a book of 600 pages contains 40 printing mistakes.,2,Apply What is presattable counter?,0,Remember Explain composite masonry.,1,Understand Write a short note on concept of PLA and PAL.,1,Understand "Find angle between the normal to the surface xy = z2 at (1,4,2) and (–3,–3,3).",2,Apply "Evaluate the differences between the common, facing and engineering bricks in characteristics and use. ",4,Evaluate Write a LISP program to find the factorial of n numbers using recursion concept.,0,Remember Draw the energy band diagram of the doped semiconductor at 300 K. ,1,Understand A committee including 3 boys and 4 girls is to be formed from a group of 10 boys and 12 girls.,0,Remember What is Turbidometry in microbiology?,0,Remember Explain different types of microbial interactions in environment with examples.,3,Analyze "A 6 pole, 3 phase induction motor is connected to 400 volt, 50 Hz ac supply. Calculate- i) the speed of rotating magnetic field of the motor ii) Speed of motor at 3% slip iii) the ro tor emf frequency at 3% slip",2,Apply Give types and applications of stepper motor.,1,Understand Explain RTC DS1306 interfacing with PIC18FXX microcontroller.,3,Analyze Elaborate functional business systen in detail with cross functional enterprise systems.,0,Remember Explain Tools and Techniques used in the Method Study.,3,Analyze Define indegree and outdegree of a vertex in graph. Find the indegree and outdegree of following graph.,0,Remember Explain historical development of wind power.,1,Understand Apply the Gauss Jordan method to solve the following equations.,2,Apply Draw and Explain WSN architecture?,3,Analyze State and Explain Gibbs phase rule.,0,Remember List FIVE (5) major business activities of investment banks. ,0,Remember With suitable diagram explain working of resistive transducers.,2,Apply Solve the following integral equations.,2,Apply What is file?,0,Remember Find the Laplace Transform and find ROC.,2,Apply Explain properties of insulating materials which are used in Cables and Transformers.,0,Remember Draw TWO (2) logo design for food and beverage products. ,1,Understand Evaluate following postfix expression with the help of stack.,2,Apply Explain in brief about the modification in squirrel cage motor with deep bar rotor construction and state the advantages of this modifiedconstruction.,0,Remember Explain with sketch any one technique of Ceramic matrix composite processing.,3,Analyze What are copper and its alloys?,0,Remember Write a note on file operating modes.,0,Remember Describe compading methods -law and A - law.,0,Remember What is a file mode?,0,Remember The Glass-Steagall Act of 1933 and the Financial Services Modernization Act of 1999 created impact on commercial banks and investment banks in the US. Explain each act in detail. ,1,Understand Classify soil organisms according to their ecology and state TWO examples for each group. ,1,Understand Institutional shareholders do not always fare better than the minority shareholders in promoting shareholder activism. Assess the impediments of institutional shareholder activism. ,4,Evaluate List another TWO isotherms besides Langmiur isoterm. ,0,Remember Discuss the major air pollutants from I.,1,Understand Discuss managing global system with technology issues and opportunities for global value chain.,0,Remember What is remote sensing?,0,Remember Construct a divided difference table from the following data.,2,Apply Analyse the continuous beam as shown in figure 8 by stiffness method.,3,Analyze Explain the following characteristics of TTL logic families.,0,Remember Differentiate between crossbreeding and linebreeding. ,3,Analyze Name a donor atom and acceptor atom for Si. ,0,Remember Write a short note on Java tokens.,0,Remember Give the properties and application of Manganin.,1,Understand Explain working of radial drilling machine.,0,Remember What are materials used for artificial muscles?,0,Remember Discuss all four cases to determine direction of Coriolis components of acceleration when block is sliding on rotating link.,3,Analyze Determine the equilibrium price and quantity.,2,Apply An emitter biased Dual Input Balanced Output differential amplifier has the following specifications.,2,Apply Malaysian Code on Corporate Governance (2012) stipulates that there should not be any domination of power by any individual in the board. Responsibilities of the CEO and the Chairperson must be clearly defined and separated in order to ensure a balance of power and authority. Evaluate the advantages and disadvantages of CEO duality.,4,Evaluate Explain any two vitamin deficiencies.,3,Analyze What is Additive Manufacturing?,0,Remember Write a program in C to configure Port 1 as input port and Port pin P2.,2,Apply What is meant by ROM?,0,Remember What is NTU effectiveness method?,0,Remember Differentiate between hard and soft magnetic material.,3,Analyze What is shift register?,0,Remember What is file pointer? Write a note on file opening & file closing.,0,Remember Explain with neat diagram hierarchical level in Industrial Communication Networks.,0,Remember What is namespace?,0,Remember Discuss types of analysis for fuel.,3,Analyze What is Decision Support system?,0,Remember Explain single phase fully controlled rectifier fed DC motor drives.,0,Remember With the help of block diagram explain Key interfacing using 8051.,0,Remember "Explain the trading behavior of hedger, speculator and arbitrageur.",1,Understand Draw the market demand and supply curve. ,1,Understand Explain with a neat diagram winter air conditioning.,2,Apply Evaluate TWO (2) strategies that have been implemented by McDonald's Malaysia in handling the crisis. Provide a justification and an example to support your answer for each of the strategies. ,4,Evaluate Illustrate two position and floating control mode in brief with neat sketch.,1,Understand Describe in brief unit operations and unit processes involved in refinery processes of crude oil.,2,Apply Explain the construction and operation of permanent magnet stepper motor.,1,Understand Explain the Dining Philosopher problem with the help of pseudo code.,0,Remember List out the points to be considered for Best Practices of CAD conversion.,0,Remember Explain TWO (2) defects which are usually occur on the surface of finished concrete.,1,Understand Explain lead wire temperature compensation technique.,0,Remember State FOUR (4) reasons why level strategy is attractive to some companies in preparing aggregate production plan. ,1,Understand Write a short note on green building certification in India.,0,Remember Explain FIVE (5) ways that can be practiced by the organization to communicate during the crisis. ,1,Understand What is Isobar and Pressure bulb?,0,Remember Explain LED interfacing with 8051 microcontroller.,0,Remember Briefly list the different types of building maintenance. ,0,Remember Solve any two of the following.,2,Apply Explain various types of aquifers.,1,Understand Identify FIVE (5) effects of organizational communication technology towards communication pattern. ,0,Remember Explain Berkeley and Hartley method for measurement of osmotic pressure.,0,Remember Discuss FOUR (4) tactics that can be used by a spokesperson to handle different types of questions from the media. Provide your discussions with an appropriate example for each tactic. ,1,Understand Explain in brief various screen stencil making process.,0,Remember Draw a labelled sketch of twist drill and explain its terminology.,0,Remember Define symmetrical balance and asymmetrical balance. Draw an example for each. ,1,Understand "You are on a mission to study the microbial diversity in a hyperarid desert. Design experimental steps in collecting, storing, and analyzing the samples. Justify the choices in each step and predict the types of microbes that could be found. ",4,Evaluate Write a pseudo code for binary search apply you algorithm on the following no.,3,Analyze Draw and explain the Task State Segment of 80386.,3,Analyze Determine the values of government multiplier and tax multiplier in open economy for Japan. Explain which multiplier has greater impact on the economy. ,2,Apply Explain how changes in amino acid ionization states could affect the catalytic activity of an enzyme. ,1,Understand Explain Benson Boiler with a schematic diagram.,0,Remember Find the shortest path from node ‘a’ to all nodes in the graph shown in fig.4 using Dijkstra’s algorithm.,2,Apply E-mail marketing has evolved rapidly alongside the technological growth of the 21st century. Discuss FIVE (5) reasons why e-mail marketing is still a growth area in digital marketing. ,1,Understand Determine the eq ns of regression lines for the following data.,2,Apply Explain segment address translation in detail.,1,Understand Support your views with TWO (2) examples from everyday life for each origins. ,4,Evaluate What do you mean by Industrial Automation? What are its types? Explain the architecture of an automation.,0,Remember Explain the operation of SR flip flop with truth table.,1,Understand What is semiconductor memory? Enlist advantages of it.,0,Remember Explain the concept of Graph coloring.,1,Understand Glass is known to have good qualities and properties related to thermal and sound insulations. Discuss the application of glass in the construction of green building.,1,Understand Use fourier transform to solve.,3,Analyze A homogeneous 700kg bar AB is supported at either end by a cable as shown in figure below.,2,Apply Draw a table indicating purification fold and yield at each step. ,1,Understand Explain the functions of following pins of ADC 0809.,1,Understand Discuss the disadvantages of timber flat roofs. ,1,Understand Find the driving point admittance Y11 (s) for the network shown in Fig. 9 and plot pole-zone diagram.,2,Apply "Suggest your recommendation on the investment of KMK Corporation's common stock, if the stock price is traded at $25 currently. ",5,Create Describe types of joints and their civil engineering significance.,0,Remember List and explain various Privilege Instructions.,0,Remember SO2 is absorbed in water using a packed column operated at constant T and P.,2,Apply What is Generic programming?,0,Remember What is fourier series.,0,Remember What are differences between natural convection and forced convection?,3,Analyze State 'corporate governance' definition as mentioned in Cadbury Report (1992). Explain Malaysian Code on Corporate Governance (MCCG) 2017 “corporate governance' definition in details. ,1,Understand With neat block diagram explain PCM transmitter.,1,Understand Define Equalizer.,0,Remember Explain full wave centre tapped rectifier supplying resistive load with circuit diagram and waveforms.,1,Understand Explain in short:,0,Remember Write note on CLK2 and Internal processor clock.,1,Understand Explain Selection sort in ascending order using the following array.,2,Apply Explain basic concept of Hash table?,1,Understand Explain working of IC 555 as monostable multivibrator.,1,Understand A rectangular block of material is subjected to stresses on perpendicular faces as shown in figure 4.,2,Apply Calculate the rate of heat loss from a thermoflask if the polished silver surfaces have emissivities of 0.,2,Apply Explain the factors affecting the concrete mix design.,0,Remember With suitable diagram explain constructional details and working of pirani gauge.,1,Understand Explain FIVE (5) key components of organization crisis definition.,1,Understand Write a note on SQL Lite database.,0,Remember What are the various losses which make the operation of actual cycle differ from that of air standard cycle Explain each loss in brief.,1,Understand Draw a poster layout design for Healthy Life Style. ,1,Understand Estimate boards of 90Dkg in RA1 size for 10000 books in A5 size.,2,Apply Define and contrast digital certificate and digital signature. ,1,Understand Write a program in C language to generate a square wave form on pin 5 of port 1.,2,Apply Discuss ONE (1) limitation and benefit of duration. ,1,Understand Explain the block diagram of electric vehicles State advantages and limitations of Unit 6.,0,Remember What is the use of constructor.,0,Remember Show that.,3,Analyze Show that the analytic function f (z) with constant modulus is constant.,3,Analyze Discuss Link State Routing protocol in detail.,0,Remember What is CPU Scheduling?,0,Remember Explain submerged arc welding process with neat sketch.,0,Remember Differentiate between TIG welding and MIG welding.,3,Analyze Explain how control transfer instructions are executed using the call gate in the system?,3,Analyze Find the reverse bias saturation current. ,1,Understand Diameter of brake drum of single block brake shown in fig is 1 m.,2,Apply Draw circuit diagram of general AC bridge and derive the equation for the balanced condition of the bridge.,1,Understand "Draw Production Possibilities Frontier and Trading Possibilities Frontier for Argentina and Mexico. ",1,Understand List THREE (3) usages of instructional materials to facilitate classroom teaching and learning process. ,0,Remember What is Nanotechnology?,0,Remember Define Educational Technology based on FIVE (5) instructional design view. ,0,Remember "Standardized, reusable containers have fairly obvious benefits in shipping and within a plant. State five (5) purpose of these devices. ",0,Remember Find Current I using Thevenins Theorem.,2,Apply Explain ISA sequence in Alarm Annunciation system.,3,Analyze List down the material required for screen printing and explain the purpose of each material.,0,Remember Derive blending function of Bezier curve.,0,Remember Explain the Concept of Acceleration Image Principal.,0,Remember State and explain all possible network functions of one port network.,0,Remember Describe factors impacting on entrepreneurship.,0,Remember What do you mean by limit of proportionality or elastic limit?,0,Remember Derive the Expression for Efficiency of Self Locking Screw.,3,Analyze Define control valve.,0,Remember What are the mathematical operations that can be performed on SET Abstract Data Type?,0,Remember "Justify the following statement: “The value of a putable bond is never greater than the value of an otherwise comparable option-free bond.""",4,Evaluate Calculate the coefficient of variation for the data given as follows.,2,Apply Find the rotation B ( θB) for the beam with uniform flexural rigidity as shown in figure 2.,2,Apply Explain the following for hydraulic turbine.,0,Remember Illustrate SIX processes that occur in the hydrological cycle. ,1,Understand State the classification and applications of Photogrammetry in surveying.,1,Understand "Draw a body-centered cubic (BCC) unit cell. Calculate the volume density and area density on the (0, 0. 1) plane of a BCC cell if the lattice constant is 2.3 Å. Give a brief explanation of your calculations. ",2,Apply An unbaised coin is thrown 10 times.,2,Apply Differentiate between Standard Proctor Test and Modified Proctor Test. Draw typical compaction curve for both the tests.,0,Remember A set of five similar and fair coins are tossed 3360 times.,2,Apply What is RAM?,0,Remember Differentiate between transmission and distribution system.,3,Analyze The standard deviation and arithmetic mean of the distribution are 4.,2,Apply Explain Assembly Modeling CAD Customization.,0,Remember "Explain with sketch the fixed hair method of tacheometry, when line of sight is inclined downward (depression) and staff is held vertical?",0,Remember Explain the Nitriding process in detail with a suitable diagram.,0,Remember Draw the logic diagram of full-adder and its truth table.,0,Remember Explain the function of an electromechanical relay and draw an interfacing diagram of relay with microcontroller 8051 with suitable driver circuit.,0,Remember Explain the SIX (6) power bases that determine effective leadership. Provide an example for each of the answers.,1,Understand Determine the probability of getting sum 9 exactly twice in 3 throws with a pair of fair dice.,2,Apply Explain Development in part Modeling in CAD Customization.,0,Remember IBS components can be divided into five broad categories. Briefly describe with examples all FIVE (5) categories. ,1,Understand Explain impact of temperature and insolation on I-V curves of PV cells.,0,Remember Ion implantation is one of the popular methods to dope semiconductors. Discuss the control parameters for this method. ,1,Understand Explain the QoS parameters in computer network.,0,Remember Explain the working of single phase full wave bridge rectifier with RL load.,1,Understand Explain the field application of compaction test result and how to control Field compaction.,1,Understand Describe various types of unconformities with neat sketches.,0,Remember Explain along with fig Types of Rolling Contact Bearings.,3,Analyze With a neat block diagram explain overall system of PLC.,3,Analyze Explain the construction and working of the shaded pole induction motor with the help of a suitable diagram.,0,Remember How is Lissajous pattern used for frequency measurement?,2,Apply Explain final control element in brief and explain gate and needle control valve in detail with neat sketch.,0,Remember Write an algorithm to insert an element in a binary search tree implemented using linked representation.,0,Remember Give ONE example of aspartic protease. Describe the mechanism of aspartic protease in relation to how pH affects its activity. ,1,Understand What is segment?,0,Remember Draw and explain frequency response characteristics of ideal and practical low pass filter.,1,Understand What is VHDL?,0,Remember Construct a function PUSH and POP in ‘C’ for stack using array.,2,Apply State the various methods of Project Monitoring.,1,Understand Explain the thread life cycle model in Java.,3,Analyze How parameterized constructors get executed in multilevel inheritance?,3,Analyze An incomplete travers table is obtained as follows.,2,Apply Delineate modulus of counter.,0,Remember What is software SCM repository?,0,Remember Briefly explain the mechanism of RNA interference. ,1,Understand Describe color wheel. ,0,Remember Explain in detail the working of square wave generators with a neat circuit diagram.,0,Remember Draw a technology enhanced language learning classroom sketch for low proficiency primary year 6 students. You should include FIVE (5) basic technology facilities with label which are essential to the integration of technology in the classroom. ,1,Understand Calculate the variance of demand for the winery. ,2,Apply Find Z parameters of the network shown in figure no.,3,Analyze Explian the transient response specifications of second order system with neat diagram.,2,Apply Differentiate the microcontroller and microprocessor.,3,Analyze Nitrobenzene undergoes electrophilic substitution at meta only.,0,Remember Enumerate the selection of motors depending on load characteristics.,0,Remember A Rectangular block of material is subjected to stresses on perpendicular planes as shown in figure below.,2,Apply Determine which country enjoys comparative advantage in the production of cotton and silk respectively. Support your answer by calculating the opportunity costs of each. ,2,Apply What is PLD?,0,Remember "Propose a suitable preparatory demolition survey, method and shoring where some partial demolition work is included for the rear building portion. ",5,Create Describe with neat diagrams - Carbon clusters.,0,Remember How will you represent facts in propositional logic with an example?,2,Apply "A banker's acceptance (BA) is a promised future payment, or time draft, which is accepted and guaranteed by a bank and drawn on a deposit at the bank. The BA specifies the amount of money, the date, and the person to whom the payment is due. Draw and explain the sequence of a banker's acceptance transaction. ",2,Apply Compare SLL with DLL?,3,Analyze Explain Boundary fill algorithm for polygon.,1,Understand What is Low pass filter?,0,Remember Explain the applications of Bezier curves in robot path planning.,0,Remember Implement the following function using multiplexer,2,Apply What is dynamic data structure.,0,Remember Draw single circular linked list with 5 nodes.,0,Remember Draw pin diagram of IC 555 and explain working of each pin.,1,Understand What do you mean by Boiler Draught and how are they classified.,0,Remember "In a pack of cards, 2cards are drawn simultaneously. What is the probability of getting a Queen and Jack combination.",2,Apply Discuss TWO (2) disadvantages of tokenism that is usually used to create a positive image of the system that the system is fair and without discrimination. ,1,Understand Shareholder activism is an important governance mechanism because this is how minority shareholders exercise and enforce their rights. Comment on the effectiveness of shareholder activism. ,4,Evaluate Explain briefly how the aggregation processes could improve the water quality in a water treatment plant. ,1,Understand Explain the Configuration of a series Hybrid EV .,0,Remember Draw and explain the method of plotting TTT diagram and what information is obtained from this diagram?,2,Apply Explain the cold and hot weather concreting.,2,Apply Suppose that Japan and South Korea are trading partners. The exchange rate of Yen for South Korean Won (KRW) is floating freely. Japanese had reduced their imports from South Korea due to lack of demand for Korean products. Explain what will happen to Yen by using an appropriate diagram. Give five reasons why demand for a foreign currency may increase. ,3,Analyze What is fire escape and explain any one fire escape elements?,1,Understand Write a note on applications of remote sensing.,0,Remember A beam ABC of length 10m has one support at the left end other support at a distance of 6m from the left end.,2,Apply Explain in brief screen angle and halftone process for screen printing process.,0,Remember What are the geological requirement for the foundation of dam?,0,Remember Describe the enzyme characteristics that are desirable in high temperature industrial applications. ,1,Understand Explain the concept of Tristate logic.,0,Remember Name the amino acids for the following single letter codes: DMVREL. ,0,Remember What is parametric modeling?,0,Remember Describe the differences in the sugar compositions between unfermented and fermented cocoa beans. ,1,Understand "Explain in brief, the following:",1,Understand Choose ONE (1) of the factors that you mentioned in question 2(a) and briefly explain why you consider this factor is important. ,1,Understand Write down specific ISO standards used in packaging industry.,0,Remember """Economists state that both allocative and productive efficiencies are realized in the long-run equilibrium of a monopolistically competitive market"". State whether you agree or disagree with the statement. Graphically illustrate and explain the statement. ",3,Analyze Describe the factors to be considered while selecting hydro power plant.,0,Remember Vector along the direction of the line.,3,Analyze Draw the phasar diagram of 3 phase induction motor.,0,Remember Name FIVE vital plant processes that herbicides target. ,0,Remember What do you mean by flow control in transport layer?,0,Remember """Investment strategies used by the investors of futures and forward markets help to maintain market efficiency"". Based on the above statement, differentiate THREE (3) main investment strategies used by futures and forward markets' investors. ",3,Analyze What are the different types of cast iron?,0,Remember Find Laplace Transform of following signal.,2,Apply "Determine the range of output voltage for adjustable voltage regulator LM317 for R1 = 240, R2 = 4.7 k Assume Iadj = 100 A.",2,Apply Draw and explain the interfacing diagram of strain gauge with Arduino Board showing necessary subsystems.,1,Understand A coil which has an inductance of 40mH and a resistance of 2  is connected to form an LR series circuit. If they are connected to a 20VDC supply. Find,2,Apply Define register.,0,Remember What are proximate and ultimate analysis of fuel?,0,Remember Name the different standards used for the Designation of Steels.,0,Remember With the help of neat sketch explain the construction and working of radial drilling machine.,3,Analyze What is basic principle of working piezoelectric pressure sensors?,0,Remember A cylindrical boiler is 2.,2,Apply Discuss EIGRP protocol in detail.,3,Analyze Write functions for RR and RL rotation with respect to AVL tree.,2,Apply Write down the steps to be followed to transfer a data serially using 8051 microcontroller.,0,Remember Evaluate any FIVE (5) power bases. Provide a relevant example for each power base. ,4,Evaluate Describe effect of wall moment with respect to earth pressure.,0,Remember Explain on the advantages of switching from a flat-file processing system to a database management system. ,1,Understand Classify hydro electric power plant based on i) head ii) load,0,Remember Suggest FIVE (5) actions that Public Mutual Berhad (PMB) can consider in championing the institutional shareholder activism. ,5,Create State characteristics and uses of contour lines.,0,Remember Draw the circuit diagram of current mirror and explain in detail.,0,Remember Distinguish between DM and ADM.,0,Remember A doubly linked list with numbers to be created.,2,Apply Draw and explain with neat sketch of simple carburetor.,1,Understand "Briefly describe the properties of wood in terms of density, thermal insulation, chemical resistance and strength. ",1,Understand Draw and explain bidirectional shift register.,0,Remember Determine the oxide capacitance. ,2,Apply With neat sketch describe injection molding process with its advantages.,0,Remember Discuss FOUR (4) economic roles of money market. ,1,Understand "Discuss the feasibility of dam site, with dipping and horizontal strata.",0,Remember "Assume the mean height of soldiers to be 68.22 inches with a variance of 10.8 inches square. How many soldiers in a regiment of 10,000 would you expect to be over 6 feet? Assume area (0 < z < 1.15) = 0.3749 where z is the standard normal variate.",2,Apply What are various types of Cast Iron?,0,Remember What is register renaming?,0,Remember Explain FOUR (4) factors in the Globalization of Financial Markets. ,1,Understand Explain in detail Ruling process.,0,Remember "What are different types of curves, explain any one with sketch .",0,Remember Define formwork.,0,Remember Write a short note on Ocean thermal energy conversion.,0,Remember Write a short note on IC LM 317.,0,Remember Explain with neat sketch the Peak and Residual shear strengths of soils.,1,Understand Calculate the coefficient of correlation from the following data.,2,Apply Explain photolysis of water molecules using coordination catalysis.,3,Analyze "With the aid of a diagram, explain LOCOS. ",1,Understand Find the Shear Force Diagram and Bending Moment diagram for beam in figure below.,2,Apply Implement Priority queue using linked representation and mention the time complexity of operations.,2,Apply Define the following terms w.r.t PLL.,0,Remember A Pelton wheel is to be designed for the following specifications.,2,Apply Explain necessity of nitrogeneous fertilizers produced from Ammonia.,3,Analyze Explain Welding Inspection briefly.,0,Remember Explain Dequeue with the insert and delete operations performed on it.,0,Remember What do you mean by excitation table of flip flop?,0,Remember Why 3 phase induction is also called as generalised transformer?,0,Remember With the necessary diagrams explain entering and leaving V86 mode?,0,Remember Explain the functions of LCD pins and draw the interfacing diagram of LCD with Arduino board.,1,Understand Explain Producer and consumer problem in Classical Synchronization.,0,Remember What is the Importance of Good Communication Skills?,0,Remember Show that the Fermi-Dirac function is a step function at T = 0 K. ,2,Apply Evaluate ()C34 21zdzzz+ + where c is the circle 1z=.,2,Apply The total load of the power system is not constant but varies thoughout the day and reaches a different peak value from one day to another.,0,Remember Write an algorithm to evaluate postfix expression.,0,Remember Consider following Database.,2,Apply An oil of specific gravity 0.,2,Apply Calculate the market demand and market supply in table form. ,2,Apply With suitable program segments describe the usage of ‘Super’ Keyword,0,Remember Explain the disadvantages of polynomial representation using an array.,1,Understand Discuss the advantages of FinFETS over planar MOSFETs. ,1,Understand Determine the type of MOSFET. ,2,Apply What do you mean by Totem Pole output?,0,Remember What is the difference between dielectric material and insulating material?,3,Analyze Explain the strong acid strong base titration with the help of titration curve and indicators.,3,Analyze Consider the following processes where arrisal and barst time are as given below. Calculate the average waiting time and average turn aroundtime if the processes are scheduled using FCFS.,2,Apply Differentiate between Orthographic Projection and Isometric Projection.,3,Analyze Define with units,0,Remember What is IT infrastructure and what are the stages and drivers of IT infrastructure evolution?,0,Remember Explain sequence of events that occur in Fetch cycle symbolically with diagram at each stage.,3,Analyze Explain any two types of Speed Control methods of 3 phase Induction Motor.,0,Remember Describe the major Design Rules of RISC philosophy?,0,Remember What is semaphore?,0,Remember Design constant K-low pass filter to have a cut-off frequency of 796 Hz when terminated in a 600  resistance in both the T and π configurations.,2,Apply Foundation design is required the study and examination of multiple components which is a highly specialized the function and usually is performed by a structural engineer. Inspect the components which have to include in the designing of a building foundation. ,3,Analyze What is fractal?,0,Remember Write pseudo-micro-steps for the following operations. Register transfer and fetching a word from memory.,0,Remember What is an ASM Chart?,0,Remember Write an algorithm for evaluating a postfix expressioin using stack.,1,Understand Outline how storage buffers may be deployed in automated production lines.,0,Remember Derive the expression for rise in pressure in the impeller of a centrifugal pump.,3,Analyze Write a program in C language to copy the contents of Port 2 to Port 1.,2,Apply What is steel?,0,Remember Two different soils were obtained during sampling and the distance between the two sites were only 100 meters apart. Discuss TWO soil forming factors which are most likely to explain the differences. ,1,Understand Draw and explain programmers model of ARM processor.,0,Remember What are the different algorithms and techniques used in managing cache memory.,0,Remember Comment on Unconfined Compression test is special case of Triaxial Compression test.,3,Analyze Derive the relegation ship between Springs in Series and Parallel.,3,Analyze Find minimum spanning tree for the following graph using Prim ’s Algorithm.,2,Apply Draw the circuit diagram of three OP-AMP instrumentation amplifier and write its output equation.,0,Remember Determine capacitance per phase per km of three phase transmission line when conductors are arranged in horizontal plane and 4 meter apart.,2,Apply Explain rotation about an arbitrary axis in 3D.,2,Apply Draw the energy band diagram of an intrinsic Si and label the band gap energy. ,1,Understand Explain significance of any three dimensionless numbers used in various modes of heat transfer for thermal analysis.,0,Remember Which are different file organization techniques?,0,Remember A 75 mm diameter solid shaft is supported on end bearing 4 m apart.,2,Apply State 3 advantages and 3 disadvantages of LVDT.,1,Understand Differentiate between Terrestrial photogrammetry and Aerial photogrammetry?,0,Remember What is Heat affected Zone?,0,Remember Define Bank Capital and elaborate the functions of Bank Capital.,1,Understand In two independent samples of size 8 and 10 the sum of squares deviations of the values form the respective sample means were 84.,2,Apply Design a Francis turbine runner with the following data.,2,Apply Classify different types of ADC and explain iwth diagram dual scope ADC.,0,Remember Explain in details IEEE Standards for Representing floating point Numbers in following formats.,1,Understand Briefly describe how riparian forests help in reducing nitrate contamination in rivers reducing nitrate and streams. ,1,Understand Distinguish between 'periodic inspection' and 'continuous inspection'. ,3,Analyze With the help of block diagram explain Power measurement using 8051.,0,Remember Define soil horizon and relate it with soil profile. ,1,Understand The following system of equations was generated by applying mesh current law to the circuit.,2,Apply Write a short note on V to I converter with grounded type load.,1,Understand A series of five one day matches is to be played between India and Sri Lanka.,2,Apply Discuss FIVE (5) main differences between aims and learning outcomes. ,1,Understand Compute closure of the following set F of FD for relational schema.,2,Apply In a normal distribution 31% of the items are under 45 and 8% are above 64. Find the mean and standard deviation of the distribution. Take Area (0 < z <1.4) = 0.42 and Area (0 < z < 0.5) = 0.19 where z is the standard normal variate.,2,Apply Show that for a steady laminar flow through a circular pipe mean velocity of flow occurs at radial distance of 0.,3,Analyze A bank maintains two kinds of accounts for customers.,2,Apply State the significance of “Score” in the BlastX alignment. ,1,Understand Explain the terms enantiomers and diastereomers giving examples.,1,Understand How will you test transformer oil?,2,Apply Discuss the significance of human genome project. ,1,Understand Explain the following Signals.,1,Understand Discuss effect of alloying elements on steel?,0,Remember What is make utility?,0,Remember Give difference between Hardwired Control Vs Microprogrammed Control.,3,Analyze Explain scrambling and unscrambling with diagram in detail.,0,Remember "Identify the genetic elements in the DNA sequences of Homo sapiens, Homo luzonensis and Homo erectus. Justify your answer. ",4,Evaluate Enlist continuous control modes used in process control system and explain PI and PD control modes with suitable example.,1,Understand Determine the plastic moment at collapse for the continuous beam ABCD loaded with ultimate load as shown in figure with contant Mp.,3,Analyze Differentiate friend function with normal function of the class.,0,Remember Which is operator overloading?,0,Remember Explain working of TOD meter with a suitable diagram.,1,Understand Determine collapse load for the beam shown in figure 9 with variable moment or resistance.,2,Apply What is call gate?,0,Remember A job is subdivided into five elements.,2,Apply Describe the process to carry out work sampling study.,0,Remember With neat sketch explain the HGL and TEL.,0,Remember Write an explanatory note on rotary drum filter.,3,Analyze Explain LRU page replacement algorithm in detail.,0,Remember Explain the condition of Reciprocity & Symmetry by giving Example.,0,Remember Explain the anti-advertising consumer organizations culture. ,1,Understand "Given the table of square roots, calculate the value of 155 by Newton's backward difference formula.",2,Apply State and explain terminology for spur gear with neat sketch.,0,Remember Draw and explain the interfacing of the Accelerometer with Arduino ATmega 328P.,0,Remember Evaluate your sketch with ADDIE's model procedure. ,4,Evaluate Write a short note on Bearing Materials.,1,Understand Derive torque equation of DC motor?,3,Analyze Design a cast iron protective type flange coupling to transmit 15 kW at 900 RPM from an electric motor to a compressor.,2,Apply What is dynamic data structure?,0,Remember Write a short note on Geothermal energy.,0,Remember Write Note on Copper and its Alloy.,0,Remember Explain the process of municipal solid waste to energy conversion with diagram.,1,Understand "Using stoke's theorem, evaluate",2,Apply Compare superscalar and super pipelined approaches.,3,Analyze Elaborate the Postfix evaluation algorithm stepwise.,0,Remember How to perform loading and unloading of parts in machining operations using robots.,0,Remember Explain Linked List class with an example.,2,Apply A fluid of viscosity 8 poise and specific gravity 1.2 is flowing through a circular pipe of diameter 100 mm. The maximum shear stress at the pipewall is 211 N/m 2. Find:,2,Apply Solve the heat equation.,2,Apply State the properties and applications of -,0,Remember Derive the expression for attenuation constant and Phase shift of proto type constant K high pass filter.,3,Analyze Implement CMOS NAND Gate using pMOS and nMOS gates.,0,Remember Differentiate between electroosmosis and electrophoretic mobility of solutes in capillary electroosmosis. ,3,Analyze Explain the working principle of practical differentiator circuit with neat circuit diagram and derivation of output equation.,1,Understand E-mail newsletters are still popular communication strategy for digital marketers. Suggest FIVE (5) ways to engage with your newsletters subscribers. ,5,Create In a wide rectangular channel of 100 m wide and 3 m deep has an average bed slope of 0.,2,Apply Explain difference between squirrel cage induction motor and slip ring induction motor.,0,Remember Draw the block diagram of op-amp and explain in detail.,0,Remember What is B tree?,0,Remember Writes a short note on edge preparation in welding.,1,Understand Explain theory of indicators and also explain a difference of 2 PH is required for colour change.,3,Analyze "Explain the definition of a “robust model”. Specifically, if a manager exclaimed “The calculated EOQ is wrong because the actual demand is 10% greater than estimated”, justify your response. ",4,Evaluate Explain resource smoothing and leveling.,0,Remember What is vulcanization?,0,Remember Define durability of concrete.,0,Remember Draw and explain block diagram of memory devices.,0,Remember "Define graphic design, product design and environmental design. Provide ONE (1) example for each. ",1,Understand Draw circuit diagram of inverting Schmitt trigger and plot hysteresis and explain in short.,1,Understand Describe the procedure for Vane Shear Test.,0,Remember Explain the importance of using initial velocity to study enzymatic catalysis. ,1,Understand What is the need of calibration? Explain one method of calibration of energy meter.,0,Remember Draw and discuss the dead weight tester with diagram.,1,Understand Briefly explain why coating a nanoparticle or surface with a polyelectrolyte (polymer with ionizable groups) is favourable. ,1,Understand "Find the work done in moving a particle once around the ellipse 22 1, 025 16xyz under the field of force given by 2(2 ) ( ) (3 2 4 ) .Fx y z i x y z jx y z k     ",2,Apply Explain error handling during file operations.,0,Remember Describe the components in the Mechanical and electrical System used in buildings.,1,Understand The price of good is one of the internal factors of determinants of demands and it also depends on the cost of production. Describe the TWO (2) types of production cost with examples. ,1,Understand Describe Circumstances under which you would choose to use Embedded SQL than normal SQL or only a general purposeprogramming Language.,3,Analyze Explain in brief sulfation of fatty alcohols and sulfonates.,3,Analyze What are the salient features of Green building?,0,Remember The open loop transfer function of a unity feedback control system is given by.,0,Remember Explain 4P's of marketing. ,1,Understand Discuss PWM generation and detection in detail.,0,Remember Obtain y-parameters of two port network for the given network in the fig.7.,2,Apply The width of belts is 15 cm and maximum tension per cm width is not to be exceeded 140 N.,2,Apply Explain and compare diffuse and specular reflection.,2,Apply State two differences between a JFET and a BJT. ,1,Understand Explain the physical meaning of transconductance. ,1,Understand The crank of IC.,3,Analyze Check whether given schedule is view serializable.,2,Apply Describe THREE factors that affect soil aeration. ,1,Understand List out the Java features.,0,Remember "Describe the common structural features of phosphatidylserine, phosphatidylethanolamine, phosphatidylcholine and phosphatidylinositol. State their general function(s). ",1,Understand Differentiate between light compaction test and heavy compaction test.,3,Analyze Describe any two software size estimation techniques.,0,Remember A circular bar 50 mm diameter carries an axial tensile load of 200kN.,2,Apply What are the limitations of nanomaterials?,0,Remember What is retained austenite?,0,Remember Derive the condition for maximum starting torque of 3 phase induction motors with usual notations.,3,Analyze Explain Java history in detail.,1,Understand What are materials used additive manufacturing?,0,Remember Write short notes on .,1,Understand Comment on the importance of comparative genomics research. ,4,Evaluate Explain the different types of ADCs.,0,Remember Explain different types of constrained motion with neat sketch.,1,Understand Classify solid insulating materials according to the temperature ranges. Hence write properties and applications of any two materials from ClassA type.,0,Remember "Consider the following page reference string A,B,C,D,A,B,E,A,B,C,D,E. Calculate page fault with FIFO page replacement algorithm when framesize is 4.",2,Apply Name the TWO ways of how molecules bonded to surface. Provide a brief description on the modes of adsorption. ,1,Understand Explain the following terms with its type.,0,Remember Draw the energy band diagram of the pn junction. ,1,Understand Explain basic concept of A VL tree.,0,Remember Define is inheritance.,2,Apply Develop relation between ‘Z’ parameter and transmission parameter .,3,Analyze Explain in brief test driven development.,3,Analyze Discuss Individualism vs. Collectivism in Hofstede's Dimensions of Culture. ,1,Understand G .,4,Evaluate Explain the classification of Alloy Steel with respect to the relation with carbon.,0,Remember Compare BCNF and 3NF.,3,Analyze Define String in Java.,0,Remember "A 1:15 model of a flying boat is towed though water. The prototype is moving in seawater of density 1025kg/m3 at velocity of 21 m/s. Find the corresponding speed of the model. Also, determine the resistance due towaves on model if the resistance due to waves of the prototype is 610N.",2,Apply Explain pulse code modulation and write Differentiate between pulse analog modulation and pulse digital modulation.,1,Understand Explain in detail about seperate and independant compilation.,1,Understand Apply Gauss Elimination Method to solve the following set of equations.,2,Apply Describe the challenges in global advertising. ,0,Remember Find the initial and final value of the given function.,3,Analyze Define polymorphism?,0,Remember Draw neat sketch wet sump lubrication system.,0,Remember Melting temperature (Tm) is an important criteria to consider when designing primers for PCR amplification. Comment. ,4,Evaluate What is Microprogram sequencing? Differentiate between Hardwired control and Microprogrammed control.,0,Remember Derive the expression for setting out of curve by offset from long chord method.,3,Analyze Explain the various methods of speed control of Dc series motor?,0,Remember What is laminar sub layer and explain its utility in classification pipe boundary?,0,Remember Explore memory management in the Virtual 8086 Mode.,0,Remember What are the Components of pneumatic and hydraulic systems?,0,Remember Calculate minimum specific energy and maximum discharge corresponding to specific energy of 1.,2,Apply Differentiate between trait and phenotype. ,3,Analyze "Oxygen is effectively transported by hemoglobin, regulated by some allosteric effectors in human blood. Name these allosteric effectors and discuss how their presence increases effective delivery of oxygen to tissues.",1,Understand Explain a binary tree. Name and explain with suitable example the following terms:,0,Remember Describe material gathering process. ,0,Remember Differentiate PAL and PLA.,3,Analyze Draw Iron carbon equilibrium diagram.,0,Remember Explain ultrasonic method for level measurement with a neat diagram.,0,Remember Explain in brief mechanisms of pyrolysis and cracking.,3,Analyze A 250 V DC Shunt motor takes a current of 6 Ampere and runs at 1200 rpm. The armature resistance is 0.05 Ohm and shunt filed resistance is250 Ohm. Determine the speed of motor when it is loaded and taking acurrent of 31 Ampere.,2,Apply List different configuration of differential amplifier and explain dual input dual output in details?,0,Remember A dice is thrown 10 times.,2,Apply Define schemas. ,0,Remember Explain in detail block diagram of electrical drives.,0,Remember What is interpolation?,0,Remember Write short note on Permanent Magnet Stepper Motor.,1,Understand Give the sulphonating agents and mechanism involve in sulfonation of benzene.,0,Remember Explain briefly 'designer' and 'professional designer'.,1,Understand Derive an expression for armature torque developed in a DC motor.,3,Analyze Explain in detail with Diagram.,3,Analyze "For on 10 bit successive approximation type A/D converter driven by a 2MHz clock, find the conversion time?",2,Apply What are the properties of a typical cancer cell?,0,Remember Sleep is a local phenomenon. Explain how this is possible. Provide TWO (2) examples to illustrate this. ,1,Understand Explain any two types of resistive transducers.,1,Understand Distinguish singly linked list and doubly linked list.,0,Remember Explain various features of the 8051 Microcontroller.,0,Remember Draw and explain Ring Counter.,0,Remember "Distinguish between Ideal sampling, Natural sampling and Flat-Top sampling.",0,Remember Find the Laplace transform of given network given f (t).,2,Apply Calculate the balance of trade when the economy is at equilibrium. ,2,Apply "Calculate the total cost per year, including the cost of the lights. ",2,Apply Define problem solving processes.,0,Remember "Annealing is a thermal process typically performed after ion implantation. With the aid of diagrams, briefly discuss the purpose of this process. ",1,Understand State different uses of contour maps?,0,Remember Briefly explain THREE (3) main sources of banks earnings.,1,Understand Explain with neat diagram the register weighted and R-2R DAC?,0,Remember Describe properties and applications of Constantan and Brass.,0,Remember Enlist different ceramic materials used in building construction.,0,Remember Discuss with an example what is forward reference problem.,0,Remember State the Dirichlet conditions for the existence of Fourier Series.,1,Understand State two features each of LAP winding and WA VE winding for DC machine.,0,Remember Find the Trignometric Fourier Series for the periodic bidirectional symmetric square waveform below.,2,Apply Prepare a time-phased product structure. ,2,Apply A cylindrical riser must be designed for a sand casting mould.,2,Apply State the advantages of no tillage. ,0,Remember Two large parallel plates with emissivities 0.,2,Apply Explain any FOUR (4) product design strategies that could help company to reduce cost. ,1,Understand "Based on the aspartate protease mechanism, explain the concept of using ""Crixivan"" to treat HIV patients. ",1,Understand Mention the ingredients of cathode and anode for following batteries.,0,Remember Explain with example K dimensional tree.,3,Analyze Two identical soil specimens were tested in a triaxial apparatus. First specimen was failed at a deviator stress of 700 kN/m2 when the cell pressure was 200 kN/m2. Second specimen was failed at a deviator stress of 1300 kN/m2 when the cell pressure was 400 kN/m2. Determine cohesion of soil and angle of internal friction of soil analytically.,2,Apply Describe the industrial application of enzymes in beer production. ,1,Understand Explain in brief the Characteristics of memory systems.,0,Remember Explain the operation of Dual Slope ADC.,0,Remember Explain implementation of process and threads in Linux.,0,Remember Distinguish between Brushless D.,3,Analyze What are the effects of the following factors on SN1 and SN2 reactions?,3,Analyze Explain need of operator overloading.,3,Analyze What are the innovation challenges in design thinking.,3,Analyze Discuss the properties of line codes.,0,Remember Explain the designation of coated electrode.,0,Remember Find the quartile deviation and coefficient of quartile deviation of the following frequency distribution.,2,Apply Draw and explain frequency response of high pass filter.,0,Remember Explain the interrupt structure of PIC18 microcontroller along with IVT.,3,Analyze Draw the circuit diagram & explain the speed control of DC shunt motor by armature voltage control also draw the nature of graph (Armaturevoltage Vs. speed).,0,Remember Show that vector field,3,Analyze Discuss SIX (6) considerations before choosing the foundation type. ,1,Understand Write a note on effort estimation and scheduling.,0,Remember The furnace wall consists of 120 mm wide refractory brick and 120 mm wide insulating fire brick separated by an air gap.,2,Apply "“The efficient market hypothesis (EMH) states it is impossible to consistently outperform an efficient market and the only way an investor can possibly obtain higher returns is by purchasing riskier investments."" Justify the statement. ",4,Evaluate What is Age Hardening?,0,Remember Discuss THREE (3) consequences of technology on organizational communication. Provide ONE (1) relevant example for each answer. ,1,Understand What are turbines?,0,Remember Find the first four moments about the arithetic mean for the following distribution.,2,Apply Explain the selection sort with algorithm sort the following no.,3,Analyze Differentiate between lap and wave type of armature windings used in the D.,3,Analyze Explain with diagram the operation of an adjustable voltage regulater using IC LM 317.,0,Remember Index 69 division by compound indexing method.,2,Apply Draw a front and back for business card layout. ,1,Understand Enlist any six types of doors and explain paneled door with neat sketch.,2,Apply Discuss briefly different methods of speed control of three phase induction motors with neat diagrams.,0,Remember Explain the role of technology in innovation.,3,Analyze Explain fast transpose of sparse matrix with suitable example.,1,Understand Predict FIVE (5) impacts of the crisis towards McDonald's Malaysia if they are not handling the crisis properly. ,3,Analyze Explain TWO (2) components of art. ,1,Understand The Connective tissue connects and supports the entire human body.,0,Remember Write FIVE (5) types of lines. ,0,Remember Draw the block diagram and explain components of electric vehicle.,1,Understand What is DMA ?,0,Remember Explain idealized stress strain curve for plastic analysis.,1,Understand Explain the concept of ISO 14000.,0,Remember Derive an equation for finding of angular velocity and angular acceleration of connecting rod by using analytical method.,3,Analyze Identify FOUR (4) factors that affect the willingness of people to perform prosocial behaviors. ,1,Understand For the Inverting Schmitt trigger shown in fig.,2,Apply List down the various sensors used in the Electronic Fuel Injection system.,0,Remember Discuss the advantages and disadvantages of using laccase-based de colorization treatment.,1,Understand Explain with example Forward and Backward Selection method for Subset Selection.,0,Remember Explain FOUR (4) process strategies you have learned. ,1,Understand State and explain superposition theorem.,1,Understand Design Phase Shift oscillator using operational amplifier for output frequency of 1KHz.,2,Apply "With the aid of a flow chart, briefly describe the steps involved in developing a successful animal breeding programme. ",1,Understand Find the greatest length of a mild steel rod 25 mm X 25 mm which can be used as a compression member with one end fixed and the other endfree to carry a working load of 35 kN.,2,Apply Explain the how open traversing surveying work is conducted.,0,Remember Differentiate between Method overloading and Method Overriding.,3,Analyze The velocity and discharge for a 1 50 scale model of a spillway are 0.,3,Analyze List and explain TWO (2) advantages and THREE (3) disadvantages of economic growth. ,1,Understand Explain Carbon cluster.,1,Understand Define lipids and enlist the functions of lipid.,0,Remember Name the THREE types of land application of wastewater. ,0,Remember Discuss FOUR (4) reasons why Capital Asset Pricing Model (CAPM) is not the best model to estimate returns. ,1,Understand "Justify the choice of supplier. From your choice, determine the optimal order quantity and total annual cost of ordering, purchasing and holding the component. ",4,Evaluate Which operators can not be overloaded?,0,Remember What are the objectives of Resource leveling?,0,Remember Briefly explain and draw the structure of dilute foams and concentrated foams. ,1,Understand Explain UP Counter and DOWN Counter.,0,Remember "With respect to the data processing cycle of an organisation, explain the ""garbage in, garbage out"". Briefly discuss on the measures to be taken by the companies to avoid “garbage in"" data input errors. ",1,Understand Explain practical differentiator circuit with neat circuit diagram. What are the limitation of ideal differentiator.,0,Remember Explain in detail state table design method for hardwired control design.,1,Understand State the working and uses of Electronic Total Station.,1,Understand "Using Gauss - Divergence theorem, evaluate :",2,Apply Categorize FIVE (5) advantages of multimedia in primary school education. ,1,Understand What do you mean by adjacency matrix and adjacency list.,1,Understand State and explain Henrys law and give its applications.,3,Analyze How are ends of belts joined?,0,Remember All external walls are of 230 mm thick.,2,Apply Explain in details Temperature Control Methods of Furnaces.,0,Remember Distinguish between flat roof and pitched roof. ,3,Analyze Calculate ABCD constants for three phase 50 Hz transmission line with following line parameters.,2,Apply Explain Nano materials used in Batteries and Photovoltaic Cells.,0,Remember Explain the term “level scheduling'. ,1,Understand Determine slope and deflection for a simply supported beam loaded as shown below.,2,Apply Explain significance of back e.,1,Understand What are the applications of Stack.,1,Understand Explain the process of consumer perception and provide ONE (1) example to support your explanation. ,1,Understand Design a practical integrator with input signal of 2Vpp and cut off frequency of 2.,2,Apply Write short notes on the structure and functions of polysaccharides by giving relevant example. ,1,Understand "If the directional derivative of axy byz czx at (1, 1, 1) has maximum magnitude 4 in a direction of x-axis. Find a, b and c.",2,Apply Differentiate between Relation and functions.,3,Analyze Define HGL and TEL.,0,Remember Explain the working of functional block diagram of IC 555 Timer.,0,Remember Determine the resistivity of a Si sample if it is doped with 10 phosphorus atoms/cm and H. = 750 cm Vs. Find the Hall coefficient of the sample. ,2,Apply Enlist and explain Component level design steps in detail.,0,Remember Explain the important components of gas chromatography.,3,Analyze Use dijkstras algorithm to find the shortest path between A and Z in figure.,2,Apply """Microsatellite tandem repeats are abundant in human promoters and are associated with regulatory activity (Sawaya et al., 2013).” Discuss the statement and support your views with examples. ",4,Evaluate Show that average velocity is one half of the maximum velocity for flow of viscous fluid through circular pipe.,3,Analyze Find the map of straight line 2xy= under the transformation 21 21zwz−=+.,2,Apply Explain in brief process of manufacture of urea from ammonium carbamate with process flow diagram.,0,Remember "Find the directional derivative of 2xyy z at the point (1, –1, 1) to wards point (2, 1, 2).",2,Apply State the following engine nomenclature with neat sketch.,0,Remember Explain the concept of rotating magnetic field with the help of suitable diagrams.,0,Remember The voltage V(s) in a network given by :,2,Apply Compare index sequential file and direct access file.,3,Analyze "Apply Euler’s method to find y(0.1). Given dyxydx= , y(1) =5. Show 5 iterations.",2,Apply Explain with suitable example SQL aggretage functions.,0,Remember If 32uxx y =− find its harmonic conjugate and hence determine F( z) in terms in z.,2,Apply What is Retained austenite?,0,Remember Justify if DHT`s supply chain performance is better than PLI. ,4,Evaluate Explain steps for design of dog legged staircase.,2,Apply Draw the ASM chart for a 2 bit Binary counter having one enable line E such that.,2,Apply Illustrate by using appropriate diagram(s) the effects of the most commonly and the least used monetary policy tool on the market interest rate if the central bank implements the expansionary monetary policy.,1,Understand State the following properties of fourier series.,0,Remember Explain in detail what precaution is necessary to be taken while operating DC Series motor.,1,Understand Calculate correlation coefficient for the given data:,2,Apply Show that the following graphs are isomorphic.,0,Remember Draw neat diagram of I -V converter and derive the equation for output voltage.,0,Remember Write short note on internal memory organization of 8051.,1,Understand What are the characteristics of Destructor?,0,Remember A piston filled with 0.,0,Remember Derive the continuity equation with usual notations for three dimensional flow.,3,Analyze Draw the power stage diagram of DC motor. Clearly indicate various losses along with respective formulae for the losses.,0,Remember Explain the process of ideas generation. ,1,Understand Prestressed concrete is a method for overcoming concrete's natural weakness in tension. Justify the TWO (2) common methods of prestressing. ,4,Evaluate Describe the Timer modes in 8051 microcontrollers.,0,Remember Explain the various factors affecting corrosion.,1,Understand What are Linear Actuators?,0,Remember Reason why a pornographic viewer's mind is likened to an addict's mind. Provide TWO (2) points. ,1,Understand Construct heap data structure to sort the following set of no.,2,Apply Explain the Gauss Jordan method used for the solution of the linear simultaneous equation.,0,Remember Explain Edge connectivity and Vertex Connectivity with suitable example.,3,Analyze Compare DFS and BPS.,3,Analyze Explain three (3) lean techniques that work in both the manufacturing and service sector. ,1,Understand "You attempt to purify a single protein X from a complex mixture of proteins. Protein X has a large number of aspartic and glutamic acid residues and no lysine, arginine or histidine residues. Propose an adsorption column chromatography technique which could retain protein X but elute other contaminants at pH 7. State your assumption(s). ",5,Create Explain the factor of safety with respect to shear strength.,1,Understand Explain events of Fetch cycle of MIPS pipeline.,1,Understand Compare IEEE 802.,0,Remember List and explain the reason why the aggregate demand curve is downward slopping.,1,Understand With the help of block diagram explain V oltage & current measurement using 8051.,0,Remember Convert the following expression from Infix to Postfix expression.,0,Remember Explain various stages of combustion in S.,0,Remember Discuss causes and remedial measures of Landslides.,0,Remember Explain on Devices Security and Privacy of IoT cloud.,0,Remember Illustrates causes and remedial measures of landslide.,0,Remember Draw neat circuit diagram and explain voltage follower.,1,Understand State the methods and importance of Record keeping systems.,0,Remember Discuss the main objective of layout design rules. ,1,Understand Write a function in C to delete a node in SLL.,2,Apply Describe various types of surface grinders with simple sketches.,0,Remember Explain FIVE (5) advantages of out-of-home (OOH) advertising.,1,Understand Draw block diagram of regulated power supply and explain the function of each block?,3,Analyze Discuss in detail volcanoes.,0,Remember Is it possible to estimate software size before coding?,3,Analyze Define Time Division multiplexing.,0,Remember Explain combination die with schematic sketch.,0,Remember Explain following term related to distributed database system.,0,Remember Distinguish between 'Trench' and 'Pier holes/ Pits' construction excavation. ,3,Analyze Define fault and explain the significance of fault in Civil Engineering.,1,Understand Evaluate your sketch with ADDIE's model procedure.,4,Evaluate Draw and explain circuit for generating 15V supply using IC7815.,1,Understand Find the Fourier Transform of a,2,Apply "List any FIVE (5) themes identified by Tom Peters and Robert Waterman for “excellent organizations"". ",0,Remember State the limitations of single linked list. Represent following polynomial using linked list.,0,Remember Define soil bioremediation. ,0,Remember What is hybrid screening with its advantages.,0,Remember Explain any four IoT network protocols?,3,Analyze Draw neat diagram of Op Amp as a Schmitt trigger and explain its working.,0,Remember Write a short note on Ferranti effect.,1,Understand Draw compound curve with its components.,0,Remember Write a python program to create a linked list and perform operations on the list.,2,Apply Describe the factors affecting premature building decay. ,1,Understand "There are TWO (2) common methods used in the semiconductor industry to fabricate single crystal silicon. With the aid of diagrams, name and explain the methods. ",1,Understand What is meant by hidden surface removal?,0,Remember Explain 3D position trackers.,0,Remember Name the different types of insulators used in power system?,0,Remember Design a phase shift oscillator to oscillate at 200 Hz.,2,Apply Explain why the intrinsic carrier concentration of Ge is higher than Si at T = 300 K. ,1,Understand What is Age Hardening.,0,Remember Explain Additive colour theory and subtractive colour theory.,0,Remember Briefly explain the drawbacks of using deficiency symptoms to determine fertilizer rates. ,1,Understand Examine FIVE (5) advantages of using video as instructional materials to primary school students. ,3,Analyze Differentiate between brass and bronze.,3,Analyze A cylindrical compressed air drum is 2 m in diameter with plates 12.,2,Apply Explain AM and FM Screening with diagrams.,0,Remember What are the benefits of NOSQL databases.,0,Remember Explain namespace in C++ with example?,0,Remember What are characteristics of Induction motors?,0,Remember Draw and Explain the Task State Segment of 80386.,0,Remember Draw an interfacing diagram and write program for speed control of a stepper motor using 8051.,2,Apply Explain the change in conductivity for a metal and an intrinsic semiconductor as temperature increases. ,1,Understand Draw and explain the circular linked list.,0,Remember Analyze the beam shown in figure 4 by moment distribution method.,2,Apply Construct a singly linked list with its ‘C’ function to delete a number.,2,Apply What is recursion?,0,Remember Define and give significance for the following.,0,Remember Explain chain drive with its different types.,0,Remember Fertilizers A and B are tried respectively on 10 and 8 randomly choosen experimental plots.,2,Apply List and explain file types and file access methods.,0,Remember Explain any four extrusion process variables with sketch.,0,Remember Explain with example hash functions.,0,Remember Define federal fund market. Explain in detail its importance to a bank. ,1,Understand Calculate Jensen's measure (Jensen's alpha). Use it to assess the performance of the AOV's Portfolio during the year just ended. ,2,Apply With neat diagram explain working of IC 555 as a Monostable Multivibrator.,0,Remember Explain any two types of Starters used for 3 phase Induction Motor.,0,Remember Discuss the role of skimming and scanning as pre-reading activities. ,1,Understand Differentiate between pull and push broaching and mention types of broaches.,3,Analyze Explain process of perlite formation from austenite?,0,Remember Explain any two renewable generation methods with their advantages and drawbacks.,0,Remember Discuss in details role of Encoder in robotic system.,0,Remember Draw the power flow diagram of 3-ph Induction motor.,0,Remember Write down program to overload unary operators?,2,Apply Describe diminishing of marginal product and explain the relationship between average product and marginal product by using an appropriate diagram. ,1,Understand State the five assumptions of an ideal diode. ,0,Remember Illustrate with suitable circuit diagram precision half wave rectifier.,2,Apply Compare PVD and CVD coating.,3,Analyze Explain sequential file and random access file organization.,1,Understand Differentiate between Kaplan and Pelton wheel turbine.,0,Remember Find the Laplace Transform of following signals.,2,Apply Explain the Pneumatic power supply with neat sketch.,1,Understand What is unconformity and Describe various types of unconformities.,1,Understand Explain Hilbert curve and give its fractal dimension.,0,Remember The life of army shoes in normally distributed with mean 8 months and standard deviation 2 months.,2,Apply Explain low pressure measurement by McLeod gauge.,0,Remember Discuss FIVE (5) advantages of IBS compared to conventional in situ concrete. ,1,Understand Explain Diffuse reflection and Specular Reflection.,1,Understand Explain FOUR (4) types of unemployment.,1,Understand Give TWO examples of natural and artificial means of the seed dispersal of weeds respectively. ,1,Understand Briefly describe the formation of disulfide bond. Suggest ONE role of disulfide bond. ,5,Create State the uses of the final keyword in Java?,0,Remember Draw the router architecture.,0,Remember Explain Nyquist Stability Criterion.,0,Remember The oil palm (Elaeis guineensis) is an erect monoecious plant. Describe how its inflorescences develop into fruit and relate this to the pest control practice that could affect the productivity of the oil palm. ,1,Understand Design a PLL circuit using 565 IC to get free running frequency 4.,2,Apply An important step in Search Engine Optimization (SEO) is to identify relevant keywords for your website. Suggest THREE (3) offline keyword research methods and TWO (2) online keyword research methods in your keyword research efforts. ,5,Create Explain the concept of iterators in the STL.,3,Analyze Explain in brief condensation polymerization and Addition polymerization.,3,Analyze What is Piggybacking?,0,Remember With the help of Block diagram explain superheterodyne FM receiver.,0,Remember What is COCOMO II?,0,Remember Explain the working of Inverting Comparator.,0,Remember Obtain the expression for voltage across capacitor in series RC circuit connected to a.,3,Analyze State the necessity of starter for 3 phase induction motor.,0,Remember Explain the following terms with examples.,0,Remember Describe the application of remote sensing in civil engg.,2,Apply Justify why soil taxonomy is considered as a hierarchical classification system. ,4,Evaluate "Find out the safe sequence for the execution of the following processes using Banker’s algorithm. Maximum Resources R1=15, R2=8.",2,Apply Give classification of dyes on the basis of application.,3,Analyze What is an identity element in Group?,0,Remember Describe single electron transistor with neat diagram.,0,Remember List and explain the FOUR (4) considerations when selecting a basement wall. ,1,Understand List different types of fuses and Explain working of any one in detail.,1,Understand What do you mean by normalization?,0,Remember Define PDF and state four properties of PDF.,1,Understand Explain any two DMA data transfer modes.,1,Understand Chymotrypsin belongs to serine protease family. Describe the catalytic mechanism of chymotrypsin emphasizing the role of the catalytic triad and substrate binding site in catalysis. ,1,Understand The wood beam is subjected to a load of 12 kN.,2,Apply Explain the packaging and labeling decisions. ,1,Understand Draw and explain the general structure of PLA.,0,Remember Enlist various traps including its functions.,0,Remember Explain briefly USM process characteristics.,0,Remember "CRM technology helps companies to collect information about consumer behaviour, conversations and characteristics. As a new digital marketing manager with an online retailer, suggest FIVE (5) ways how you can collect data and push customised information to customers. ",5,Create The open loop transfer function of the unity feedback system is 32200G(S)(61 1 S 6 )ss s Using Routh criterion determine stability of the system.,2,Apply Describe different methods of record blocking with the help of a neat diagram.,0,Remember Enlist the various methods of concrete mix design.,0,Remember Explain the Surge in Springs.,0,Remember Describe requirements of good building stone.,1,Understand Explain the following exceptions in brief.,3,Analyze With suitable labelled diagram explain constructional details of single phase induction type energy meter.,1,Understand Analyze the causes of infant mortality during and after production. ,3,Analyze Describe what hydraulic engineering is in your own words showing concrete examples. ,1,Understand State the four different bias modes of a BJT and explain how they are obtained. ,1,Understand "A 3 - phase, 500 V motor load has a power factor of 0.4. Two wattmeters are connected to measure the input. They show the input to be 30 kW.Find the reading of each instrument.",2,Apply Explain any six operations performed on lathe machine with neat sketch.,0,Remember What is polymorphism? Explain with example to achieved run time polymorphism.,0,Remember Derive an expression for continuity equation in 3 dimensions.,3,Analyze Criticize the issues in Principal – Agent Theory.,3,Analyze State and explain the five more important goals of a project.,0,Remember "Discuss the THREE (3) important fundamentals in basic economic concepts that are opportunity cost, efficient market and marginalism. ",1,Understand Explain the significance of a file.,0,Remember Describe the working of strip chart recorder with reference to block diagram.,1,Understand Compare any FIVE (5) differences between formal networks and informal networks. ,3,Analyze What are the salient features of Green Building?,0,Remember What is File mode?,0,Remember Define with an example:,0,Remember Compare TTL and CMOS logic family.,3,Analyze A wall of furnace is made up of inside layer of silica brick 120 mm thick coverd with a layer of magnesite brick 240 mm thick.,2,Apply "Following are the details of Project A and B. Using NPV (i=8%), Comment on the following statements:",3,Analyze Identify and describe THREE (3) difficulties in calculating national income accounting.,1,Understand Show BFS and DFS for the following graph with starting vertex as 1.,0,Remember Explain Euler’s method for the solution of ordinary differential equation.,0,Remember Explain FIVE (5) characteristics of Industrialised Building System (IBS) in construction. ,1,Understand Explore the role of Task Register in multitasking and the instructions used to modify and read Task Register.,0,Remember Syphon of diameter 200mm connects two reservior having difference in elevation of 15m.,2,Apply Can you tell me about the stages of grief according to Elisabeth Kübler-Ross?,0,Remember Differentiate between NBFM and WBFM.,0,Remember Explain flow duration curve and hydrograph with example.,1,Understand Explain vane shear test procedure with a neat sketch and formula.,0,Remember "Contrast the following basic BLAST programs: PSI-BLAST, PHI-BLAST and tBLASTX.",1,Understand Find the number of codes generated by the given check matric H.,2,Apply What is voltage regulator? Write any two applications of voltage regulator.,0,Remember Define Put-Call Parity and express it in equation. ,1,Understand "Explain earth pressure at rest, active earth pressure and passive earth pressure w.r.t. wall movement with sketches.",0,Remember Distinguish between rill and gully erosion. ,3,Analyze Explain extrusion of plastic.,3,Analyze "Using Stoke's theorem, evaluate :",2,Apply Differentiate between IGBT and MOSFET.,3,Analyze A combinational circuit defined by the function.,2,Apply What are types of inheritance?,0,Remember Differentiate primary and secondary reserves of a bank. List THREE (3) examples for each reserve. ,3,Analyze Explain the working of diaphragm type elastic pressure transducer. With the help of diagram show. how strain gauges are mounted on it.,0,Remember What is the packaging scenario of world and India.,0,Remember Define multithreading?,0,Remember Explain instruction level and machine parallelism.,0,Remember Explain the concept of thermal diffusivity and thermal contact resistance.,0,Remember What do you understand by Integral Reset in PID controller?,0,Remember Differentiate between following.,3,Analyze In the circuit shown in fig.,3,Analyze "Find the Fourier cosine integral representation of the function, (),0 0,x xafxxa<<=>",2,Apply What is a singly linked list?,0,Remember Describe the cold and hot weather concreting.,0,Remember Analyse the challenges facing a government in managing the construction economy and suggest the ways to overcome them.,5,Create Explain speed control using v/f method.,0,Remember If the maximum permissible tension in the line of span 200 meter is 1450 kg.,2,Apply Describe Cloud of Things.,0,Remember What is necessity of cooling the I.,0,Remember How process scheduling is performed in Linux?,0,Remember Write a pseudo code for basic operation of stack.,2,Apply A both ends hinged cast iron hollow cylindrical column 3 m in length has a critical buckling load of P kN.,2,Apply Draw a neat labeled diagram showing Mobilization of Stored Triacylglycerols by Hormones Trigger.,0,Remember Briefly explain how tillage will influence the density of soil. ,1,Understand Show that analytic Function with constant modulus is constant.,3,Analyze Calculate Molarity and Normality of solution containing 0.,3,Analyze Explain with the help of neat block diagram Armstrong method of FM generation.,0,Remember The rolling contact ball bearing are to be selected to support the overhung countershaft.,2,Apply Explain in detail procedure of measurement of horizontal angle by repetition method using 20 vernier theodolite.,1,Understand Enlist the factors influencing concrete mix design and explain any one of them.,1,Understand What is glycolipid?,0,Remember Describe in brief market and sales for urea in India and in manufacture of industrial chemicals_______.,0,Remember Obtain the state model for the system with transfer function 2Y( ) 3S 4 U( ) 5S 6s ss.,2,Apply If 1ˆ ˆˆ F yzi z x j x yk   and   222 2ˆ ˆˆ F x yz i y zx j z xy k   then show that 12FF is solenoidal.,3,Analyze Explain 2D interpolation methods.,0,Remember Explain Steps to transfer Data Serially in 8051 microcontroller.,0,Remember What is a user defined exception? Write down the scenario where we require use define exceptions.,0,Remember Draw & explain the working principle of delta cell capacitive pressure sensor. State its formula is the relationship is linear?,0,Remember Describe the fuel cell.,1,Understand Suppose the two countries wish to specialize and trade. Specifically determine and explain which country enjoys comparative advantage in the production of jade and diamond. ,2,Apply Evaluate the characteristics of the board in a two-tier board structure. ,4,Evaluate A ring foundation is of 3.,2,Apply Explain Intrusion Detection System with merits and demerits.,2,Apply Explain Advantages of frequency Domain Analysis.,0,Remember The Glass-Steagall Act of 1933 (Banking Act) restricted the asset powers of commercial banks in US to low-risk underwriting areas. List FOUR (4) requirements under Glass-Steagall Act of 1933.,0,Remember Write a short note on CPLD.,0,Remember Autoclave aerated concrete block is gaining popular in high rise construction. Briefly illustrate what are the unique features of the autoclave aerated concrete block. ,1,Understand Label the human communication process diagram below.,0,Remember Distinguish between the ripening behavior of climacteric and non-climacteric fruits in terms of their respiration rates and ethylene production.,3,Analyze "Draw the ""onion model that represents Schein's Model of Organizational Culture. ",1,Understand What is pressure bulb? Explain its significance and draw a neat sketch of pressure bulb for concentrated point load.,0,Remember How can vectors and lists be used as sequence containers in the STL?,3,Analyze Explain V oltage Controlled Oscillator 566 and write its applications.,0,Remember Discuss the implications of Efficient Market Hypothesis for Technician (Chartist) and Fundamentalist. ,1,Understand What do you mean by Industrial Automation?,0,Remember Explain in detail corrosion monitoring technique for reinforcement and preventive measures against corrosion.,1,Understand Explain the term Rescheduling and Updating.,0,Remember What is network crashing?,0,Remember Explain types of thread in detail.,0,Remember "Technology has been used in most schools since the 90s, but it still has some interruptions. Validate the top FOUR (4) problematic issues with technology in education today. ",4,Evaluate Explain the methods of measurements of solar radiations.,1,Understand The initial tension in a flat belt drive is 1800N.,2,Apply Briefly describe TWO mating methods of commercial importance for the production of fertilised eggs from breeder birds. ,1,Understand Explain two types of rotor construction of a three phase induction motor with the help of suitable diagrams.,0,Remember Explain Pre-emphasis and De-emphasis in detail.,0,Remember State the difference between character and byte stream in Java.,2,Apply What are homogeneous transformations of coordinates?,0,Remember Explain in brief stengel process for manufacture of Ammonium nitrate with a simplified flow chart.,0,Remember "Explain the meaning of the expression ""robust model"". Specifically, justify your response if you heard a manager exclaim 'Uh-oh, we're in trouble! The calculated EOQ is wrong; actual demand is 10% greater than estimated'. ",4,Evaluate Define the importance of Project estimation.,3,Analyze Define concrete mix design.,0,Remember Write a short note on Reluctance motor.,1,Understand Briefly describe FOUR principles in selecting and purchasing breeding stock. ,1,Understand In an I.,3,Analyze Find directional derivative of  = e2x cos ( yz) at the origin in the direction tangent to the curve r = a sin t + i + a cos t j + at k at t = 4.,2,Apply Explain FIVE (5) phases of graphic design process. ,1,Understand State the features of RTC.,0,Remember "Skimming and scanning are useful ways to familiarise learners with the reading text. Evaluate the role of skimming and scanning in the teaching of reading.",4,Evaluate Prove that ratio .,0,Remember “China has been practicing low exchange rate for previous decades.” Clarify the pros and cons under this practice. ,3,Analyze Using Jacobi iterative method solve the following system of linear simultaneous equations. Take x (0) = y (0) = z (0) = 0 perform 5 iterations.,2,Apply What is Log Based Recovery?,0,Remember Write a short note on Grey Cast Iron and Nodular Cast Iron.,0,Remember Explain stiffness and flexibility and write elements of displacement matrix for the frame shown in figure 7.,1,Understand With suitable diagram explain the Armature reaction in Synchronous Machine.,0,Remember Explain with suitable example the techniques to represent a Graph.,0,Remember State methods of remediation for soil contamination and explain any two of them.,0,Remember Explain in details Fajans method for precipitaion titration.,2,Apply List various types of OS with their basic functions.,0,Remember "As opposed other curves, justify with explanation why Average Fixed Costs (AFC) is negatively sloped.",4,Evaluate Give TWO functions of egg yolks in mayonnaise production. ,1,Understand What are the current trends in computer hardware platforms?,0,Remember Explain Current mirror circuit with neat diagram.,0,Remember "The armature of 4 pole DC shunt motor has LAP winding which is accommodated in 60 slots, each slot carries 20 conductors.",2,Apply Differentiate between Latch and Flip Flop.,3,Analyze Explain the repository features with respect to software configuration management.,3,Analyze Write short note on shaded pole induction motor.,1,Understand Discuss the advantages of dynamic logic circuit compared to the conventional static combinational logic circuit. ,1,Understand Write a short note about mulch and how mulching could help in controlling soil temperature. ,1,Understand Draw the connection diagram of star-delta starter used for 3-ph induction motor & explain its working,0,Remember Apply Bessel’s central difference formula to obtain f(32) given that,2,Apply Discuss the various scenarios of deleting a node from binary search tree.,0,Remember Explain in detail vulnerabilities of Internet of Things.,0,Remember Which class supports character input to the program?,0,Remember "Write C Program to toggle bit P1.5 of port P1, 5000 times.",2,Apply Determine if the winery is providing an amplifying or smoothing effect. ,2,Apply Give TWO examples how breeding is similar to natural selection. ,1,Understand "Determine the shear strength in terms of effective stress on a plane within a saturated soil mass at a point where the total normal stress is 200 kN/m2 and pore water pressure is 80 kN/m2. The shear strength parameters in terms of effective stress are, c’ = 16 kN/m2 and ’ = 390.",2,Apply Explain in brief the durability of concrete.,1,Understand Explain the concept of circular queue with an example.,1,Understand "Explain Proportional mode, Integral Mode and Derivative Mode.",0,Remember Specify the thickness of a galvanized coating based on atmospheric data? (level 2),2,Apply What factors would you change if . . .?,2,Apply Can you list the ingredients needed for a classic spaghetti recipe?,0,Remember What are the top five tourist attractions in Paris?,0,Remember List five common programming languages.,0,Remember Name three types of renewable energy sources.,0,Remember Can you list the planets in our solar system?,0,Remember What are the key steps to starting a small business?,0,Remember List the stages of human development from infancy to old age.,0,Remember What are the primary colors?,0,Remember Name three famous works of Shakespeare.,0,Remember Can you list some benefits of regular exercise?,0,Remember "How would you define the term ""democracy""?",0,Remember "Define the concept of ""supply and demand.""",0,Remember "What is the definition of the word ""philanthropy""?",0,Remember "Can you explain the meaning of ""global warming""?",0,Remember "Define the term ""sustainable agriculture.""",0,Remember "What does the word ""entrepreneurship"" mean?",0,Remember "How would you define ""artificial intelligence""?",0,Remember "Explain the concept of ""inflation.""",0,Remember "What is the definition of a ""chemical reaction""?",0,Remember "Can you define the term ""cultural diversity""?",0,Remember Tell me about your favorite vacation.,0,Remember Can you tell me a joke?,0,Remember Tell me about a memorable childhood experience.,0,Remember What can you tell me about the history of the Eiffel Tower?,0,Remember Tell me about your career goals.,0,Remember Can you tell me how to make a classic omelet?,0,Remember Tell me about a recent book you've read.,0,Remember What can you tell me about the process of photosynthesis?,0,Remember Tell me about the benefits of meditation.,0,Remember Can you tell me a story from your life that had a profound impact on you?,0,Remember Describe your ideal vacation destination.,0,Remember Can you describe the appearance of your childhood home?,0,Remember Describe the taste and texture of your favorite dessert.,0,Remember What does a typical day in your life look like? Please describe it.,0,Remember Describe the process of photosynthesis in plants.,0,Remember Can you describe the main characters in your favorite movie?,0,Remember "Describe the concept of ""artificial intelligence.""",0,Remember What does it feel like to skydive? Please describe the experience.,0,Remember Describe the characteristics of a tropical rainforest.,0,Remember Can you describe the steps involved in baking a cake from scratch?,0,Remember Can you recite the Pledge of Allegiance?,0,Remember Recite the opening lines of your favorite poem.,0,Remember Recite the multiplication table for the number seven.,0,Remember Can you recite the periodic table of elements?,0,Remember Recite the lyrics to your favorite song.,0,Remember "Can you recite a famous historical speech, like Martin Luther King Jr.'s ""I Have a Dream"" speech?",0,Remember Recite the steps to solving a quadratic equation.,0,Remember Can you recite a famous quote from a philosopher?,0,Remember Recite a list of the U.S. presidents in order.,0,Remember Recite the key principles of a philosophy or belief system you follow.,0,Remember Can you recall the name of your kindergarten teacher?,0,Remember Recall your last vacation and the places you visited.,0,Remember What can you recall about the plot of your favorite book?,0,Remember Recall a time when you overcame a significant challenge.,0,Remember Can you recall the names of all your cousins?,0,Remember "Recall the main events of a historical period, such as the Renaissance.",0,Remember What do you recall about the process of cellular respiration?,0,Remember Recall a memorable conversation you had recently.,0,Remember Can you recall the details of a recent news article you read?,0,Remember Recall a specific childhood memory that brings you joy.,0,Remember Can you identify the various parts of a computer motherboard?,0,Remember Identify the constellations visible in the night sky during winter.,0,Remember What can you identify as the primary causes of climate change?,0,Remember Identify the different species of birds in your region.,0,Remember Can you identify the key components of a well-balanced diet?,0,Remember Identify the main characters in a famous novel.,0,Remember What factors can you identify as contributing to a successful team?,0,Remember Identify the major historical events of the 20th century.,0,Remember Can you identify the instruments used in a symphony orchestra?,0,Remember Identify the types of renewable energy sources.,0,Remember Can you show me how to tie a bowline knot?,0,Remember Show me your favorite piece of artwork and explain why you like it.,0,Remember Can you show me the steps to perform a magic trick?,0,Remember Show me the process of creating a paper airplane.,0,Remember Can you show me how to use a software program you're familiar with?,0,Remember Show me how to properly execute a yoga pose.,0,Remember Can you show me the steps to make a paper origami crane?,0,Remember Show me a demonstration of a science experiment.,0,Remember Can you show me how to solve a Rubik's Cube?,0,Remember Show me how to change a flat tire on a car.,0,Remember Label the parts of a flower.,0,Remember Can you label the countries on a world map?,0,Remember Label the different components of a cell.,0,Remember Provide labels for the sections of a scientific research paper.,0,Remember Can you label the steps in the water cycle?,0,Remember Label the main organs of the human digestive system.,0,Remember Provide labels for the various layers of the Earth's atmosphere.,0,Remember Label the elements on the periodic table.,0,Remember Can you label the parts of a car engine?,0,Remember Label the sections of a business plan.,0,Remember Tabulate the results of a survey you recently conducted.,0,Remember Can you tabulate the monthly expenses in your budget?,0,Remember Tabulate the scores of a sports competition.,0,Remember Provide a tabulated list of your favorite books and their authors.,0,Remember Can you tabulate the data from an experiment you conducted in a lab?,0,Remember Tabulate the sales figures for a company over the past year.,0,Remember Create a tabulated chart of the nutritional content of different foods.,0,Remember Tabulate the population growth in a particular city over the last decade.,0,Remember Can you tabulate the hours you spend on various activities in a typical day?,0,Remember Tabulate the performance metrics for employees in a department.,0,Remember Can you quote a famous line from a movie you love?,0,Remember Quote a passage from a book that had a profound impact on you.,0,Remember "What's your favorite inspirational quote, and who said it?",0,Remember Quote a famous saying about the importance of education.,0,Remember Can you quote a line from a historical speech that you find meaningful?,0,Remember Quote a famous scientist's statement about the nature of the universe.,0,Remember What's your favorite motivational quote?,0,Remember Quote a line from a song that resonates with you.,0,Remember Can you quote a proverb from your culture or heritage?,0,Remember Quote a statement from a famous leader on the topic of leadership.,0,Remember What is the name of your favorite childhood toy?,0,Remember Name three famous inventors and their inventions.,0,Remember Can you name the capitals of five European countries?,0,Remember Name the five senses,0,Remember Can you list the components of a basic computer system?,0,Remember What are some common items you would find on a grocery list?,0,Remember List five historical events from the 20th century.,0,Remember Can you list the steps involved in the scientific method?,0,Remember What are five different types of musical instruments?,0,Remember List the primary colors in additive color mixing.,0,Remember Can you list the top ten highest-grossing movies of all time?,0,Remember What are some essential items to include in a camping gear checklist?,0,Remember List five endangered animal species.,0,Remember Can you list the layers of the Earth's atmosphere from inner to outer?,0,Remember "How would you define the concept of ""social justice""?",0,Remember "Define the term ""photosynthesis"" and its significance.",0,Remember "What is the definition of a ""mammal"" in biological terms?",0,Remember "How would you define the term ""sustainability""?",0,Remember "Define the economic concept of ""opportunity cost.""",0,Remember "What is the definition of ""nuclear fusion""?",0,Remember "How would you define ""cognitive dissonance"" in psychology?",0,Remember "Define the term ""market segmentation"" in business.",0,Remember "What is the definition of ""ethics"" in a philosophical context?",0,Remember "How would you define ""cultural appropriation""?",0,Remember Tell me about a memorable family tradition you have.,0,Remember Can you tell me about the process of cellular respiration?,0,Remember Tell me about a place you've always wanted to visit and why.,0,Remember What can you tell me about the life of Albert Einstein?,0,Remember Tell me about a recent technological advancement that caught your attention.,0,Remember Can you tell me how to create a simple origami figure?,0,Remember Tell me about a life lesson you learned from a difficult experience.,0,Remember What can you tell me about the history of the internet?,0,Remember Tell me about a favorite childhood story or fairy tale.,0,Remember Describe the taste of a perfectly ripe mango.,0,Remember Can you describe the process of continental drift?,0,Remember Describe the characteristics of an effective leader.,0,Remember What does it feel like to experience a thunderstorm? Please describe.,0,Remember Describe the features of a Gothic cathedral architecture.,0,Remember "Can you describe the concept of ""nature vs. nurture"" in psychology?",0,Remember Describe the process of mitosis in cell division.,0,Remember What does it look like to witness a total solar eclipse? Please describe.,0,Remember Describe the physical sensations of riding a roller coaster.,0,Remember Can you describe the effects of climate change on ecosystems?,0,Remember "Can you recite the opening lines of ""Pride and Prejudice"" by Jane Austen?",0,Remember Recite the preamble of the United States Constitution.,0,Remember Can you recite the quadratic formula?,0,Remember Recite the names of the continents in alphabetical order.,0,Remember Can you recite a famous quote from Mahatma Gandhi?,0,Remember Recite the first ten elements of the periodic table.,0,Remember Can you recite a verse from a well-known poem by Robert Frost?,0,Remember Recite the preamble of the Universal Declaration of Human Rights.,0,Remember "Can you recite a line from William Shakespeare's ""Hamlet""?",0,Remember "Recite the lines of the nursery rhyme ""Twinkle, Twinkle, Little Star.""",0,Remember Can you recall the main events of World War II?,0,Remember Recall a time when you had to overcome a fear.,0,Remember Can you recall the names of all the U.S. states?,0,Remember Recall the key points of a TED Talk you watched recently.,0,Remember Can you recall the steps to solve a quadratic equation?,0,Remember Recall a memorable historical speech and its context.,0,Remember Can you recall the names of the five senses?,0,Remember Recall the major achievements of a famous inventor.,0,Remember Can you recall the characteristics of different types of clouds?,0,Remember Recall the primary causes of the Great Depression.,0,Remember Can you identify the elements of a well-structured essay?,0,Remember Identify the different layers of the Earth's crust.,0,Remember Can you identify the actors in a given movie poster?,0,Remember Identify the distinguishing features of various species of trees.,0,Remember Can you identify the stages of the water cycle?,0,Remember Identify the major branches of philosophy.,0,Remember Can you identify the types of energy transformations in a car engine?,0,Remember Identify the muscles responsible for flexing the forearm.,0,Remember Can you identify the key components of a well-designed website?,0,Remember Identify the stages of human cognitive development according to Piaget.,0,Remember "Show me how to tie a shoelace using the ""bunny ears"" method.",0,Remember Can you show me the steps to solve a Sudoku puzzle?,0,Remember Show me how to draw a basic human face.,0,Remember Can you show me the process of setting up an email account?,0,Remember Show me how to fold a paper crane.,0,Remember Can you show me how to use a fire extinguisher?,0,Remember Show me how to make a simple vegetable stir-fry.,0,Remember Can you show me the steps to create a budget spreadsheet?,0,Remember Show me how to perform CPR on a mannequin.,0,Remember Can you show me how to convert Fahrenheit to Celsius?,0,Remember Label the parts of a flower and their functions.,0,Remember Can you label the stages of the cell cycle?,0,Remember Label the different layers of the Earth's atmosphere.,0,Remember Provide labels for the major bones of the human skeletal system.,0,Remember Can you label the components of a typical animal cell?,0,Remember Label the main sections of a scientific research paper.,0,Remember Provide labels for the parts of an electric circuit.,0,Remember Label the major continents on a world map.,0,Remember Can you label the steps of the scientific method?,0,Remember Label the parts of a digital camera and their functions.,0,Remember Tabulate the results of a recent survey on environmental awareness.,0,Remember Can you tabulate the monthly expenses of a small business?,0,Remember Tabulate the scores of students in a math competition.,0,Remember Provide a tabulated chart of the nutritional content of different fruits.,0,Remember Can you tabulate the data from a weather observation over a week?,0,Remember Tabulate the sales figures for different product categories in a retail store.,0,Remember Provide a tabulated list of famous historical speeches and their speakers.,0,Remember Tabulate the demographic data of attendees at a conference.,0,Remember Can you tabulate the population growth of a city over a decade?,0,Remember Tabulate the performance ratings of employees in a department over a year.,0,Remember "Can you quote a line from Martin Luther King Jr.'s ""I Have a Dream"" speech?",0,Remember Quote a famous saying about the value of persistence.,0,Remember Can you quote a line from a Shakespearean sonnet?,0,Remember Quote a statement from a renowned scientist on the topic of evolution.,0,Remember Can you quote a line from a work of classic literature?,0,Remember Quote a proverb from a culture other than your own.,0,Remember Can you quote a line from a song that,0,Remember Can you recall the main steps involved in the scientific method?,0,Remember "What is the definition of ""photosynthesis""?",0,Remember Name three different types of renewable energy sources.,0,Remember Can you remember the classification of living organisms?,0,Remember What are the primary colors in the additive color model?,0,Remember Recall the key events of the American Revolution.,0,Remember Name the seven continents.,0,Remember What is the formula for calculating the area of a rectangle?,0,Remember Can you recall the elements found in Group 1 of the periodic table?,0,Remember What are the main stages of human development from infancy to adulthood?,0,Remember Can you recall the steps to perform the scientific experiment you conducted last week?,0,Remember What is the procedure for solving a quadratic equation using the quadratic formula?,0,Remember Name the process that plants use to convert sunlight into energy.,0,Remember Can you remember the steps to perform CPR?,0,Remember Recall the procedure for creating a new document in a word processing software.,0,Remember What is the methodology for conducting a controlled experiment?,0,Remember Name the steps involved in the water cycle.,0,Remember Can you recall the procedure for finding the circumference of a circle?,0,Remember What is the correct order of the stages in the cell cycle?,0,Remember Recall the procedure for finding the volume of a rectangular prism.,0,Remember What is the theory of relativity proposed by Albert Einstein?,0,Remember Can you recall the principles of supply and demand in economics?,0,Remember "Name the principle that states energy cannot be created or destroyed, only converted.",0,Remember What is the principle behind natural selection in evolution?,0,Remember Recall the theory of continental drift proposed by Alfred Wegener.,0,Remember What is the principle of conservation of momentum in physics?,0,Remember Can you remember the principles of democracy in government?,0,Remember Name the theory that explains the behavior of gases at various temperatures and pressures.,0,Remember Recall the principles of classical conditioning in psychology.,0,Remember What is the theory that explains the structure of the atom?,0,Remember Can you recall the date of the signing of the Declaration of Independence?,0,Remember Name the event that marked the end of World War II.,0,Remember What year did the Apollo 11 mission land on the moon?,0,Remember Can you remember the location of the Great Wall of China?,0,Remember Name the event that marked the beginning of the Renaissance.,0,Remember What is the date of the fall of the Berlin Wall?,0,Remember Recall the place where the first modern Olympic Games were held.,0,Remember Name the event that led to the start of the American Civil War.,0,Remember Can you remember the date of the signing of the Magna Carta?,0,Remember What is the location of the ancient city of Machu Picchu?,0,Remember Can you explain the concept of gravitational force with accuracy?,0,Remember Describe the process of cellular respiration in detail.,0,Remember Explain the principles of algebraic equations and solve a given equation.,0,Remember Describe the role of enzymes in biochemical reactions.,0,Remember Explain the differences between prokaryotic and eukaryotic cells.,0,Remember Describe the key features of the human nervous system.,0,Remember Explain the principles of democratic governance.,0,Remember Describe the properties of acids and bases and their pH scale.,0,Remember Explain the theory of evolution and natural selection.,0,Remember Describe the principles of market economy and supply-demand dynamics.,0,Remember Can you describe the process in detail?,1,Understand Could you explain how that concept works?,1,Understand Can you paraphrase what was just said?,1,Understand How would you restate that idea in simpler terms?,1,Understand What do you associate with that particular topic?,1,Understand In what ways can you contrast those two theories?,1,Understand Can you summarize the main points of the discussion?,1,Understand How would you differentiate between those two methods?,1,Understand What's your interpretation of that literary work?,1,Understand Let's discuss the implications of this decision.,1,Understand Describe the scene using vivid language.,1,Understand Could you explain the reasoning behind this approach?,1,Understand Paraphrase that quote from the article.,1,Understand Restate the instructions in a clearer manner.,1,Understand What associations come to mind when you think about happiness?,1,Understand Compare and contrast the advantages of both options.,1,Understand Summarize the plot of the novel briefly.,1,Understand Differentiate between these two species of birds.,1,Understand Can you interpret the meaning of this painting?,1,Understand Let's discuss the potential outcomes of this experiment.,1,Understand Describe the feeling of excitement.,1,Understand Explain the steps of the scientific method.,1,Understand Paraphrase the definition of democracy.,1,Understand Restate the conclusion of the research paper.,1,Understand What do you associate with the color blue?,1,Understand Contrast the economic policies of the two candidates.,1,Understand Summarize the events leading up to the conflict.,1,Understand Differentiate between velocity and acceleration.,1,Understand Interpret the lyrics of the song.,1,Understand Let's discuss the impact of climate change on ecosystems.,1,Understand Describe the taste of your favorite food.,1,Understand Explain the concept of supply and demand.,1,Understand Paraphrase the CEO's statement from the press release.,1,Understand Restate the main arguments presented in the debate.,1,Understand What associations do you have with the concept of success?,1,Understand Compare and contrast traditional learning and online learning.,1,Understand Summarize the historical context of the war.,1,Understand Differentiate between renewable and non-renewable energy sources.,1,Understand Interpret the symbolism in the poem.,1,Understand Let's discuss the benefits of exercise on mental health.,1,Understand Describe the sensation of fear.,1,Understand Explain the principles of ethical philosophy.,1,Understand Paraphrase the definition of globalization.,1,Understand Restate the hypothesis of the research study.,1,Understand "What associations are there with the term ""adventure""?",1,Understand Contrast the features of Android and iOS operating systems.,1,Understand Summarize the main discoveries of the scientific research.,1,Understand Differentiate between classical and operant conditioning.,1,Understand Interpret the message of the movie.,1,Understand Let's discuss the pros and cons of nuclear energy.,1,Understand Describe the scent of a blooming flower.,1,Understand Explain the process of natural selection.,1,Understand Paraphrase the dialogue from the play.,1,Understand Restate the steps of the experiment.,1,Understand What do you associate with the concept of love?,1,Understand Compare and contrast capitalism and socialism.,1,Understand Summarize the key judicial decisions on civil rights.,1,Understand Differentiate between qualitative and quantitative research.,1,Understand Interpret the motives of the protagonist.,1,Understand Let's discuss the role of technology in modern education.,1,Understand Describe the sound of crashing waves.,1,Understand Explain the concept of cognitive dissonance.,1,Understand Paraphrase the historical speech.,1,Understand Restate the central theme of the novel.,1,Understand "What associations does the term ""freedom"" bring up?",1,Understand Contrast the characteristics of rural and urban living.,1,Understand Summarize the effects of the industrial revolution.,1,Understand Differentiate between deductive and inductive reasoning.,1,Understand Interpret the metaphor used in the poem.,1,Understand Let's discuss the challenges of space exploration.,1,Understand Describe the sensation of anger.,1,Understand Explain the process of photosynthesis.,1,Understand Paraphrase the economic theory.,1,Understand Restate the main findings of the survey.,1,Understand What associations do you make with the concept of time?,1,Understand Compare and contrast authoritarian and democratic regimes.,1,Understand Summarize the implications of the medical research.,1,Understand Differentiate between primary and secondary data.,1,Understand Interpret the allegory in the story.,1,Understand Let's discuss the ethical dilemmas in artificial intelligence.,1,Understand Describe the feeling of nostalgia.,1,Understand Explain the concept of natural rights.,1,Understand Paraphrase the famous quote.,1,Understand Restate the argument presented in the essay.,1,Understand "What associations do you have with the term ""wisdom""?",1,Understand Contrast the ideologies of conservatism and liberalism.,1,Understand Summarize the cultural impact of a historical event.,1,Understand Differentiate between qualitative and quantitative variables.,1,Understand Interpret the tone of the poem.,1,Understand Let's discuss the future of renewable energy.,1,Understand Describe the taste of a freshly baked cookie.,1,Understand Explain the stages of grief according to psychological theories.,1,Understand Paraphrase the scientific principle.,1,Understand Restate the hypothesis of the scientific study.,1,Understand What associations come to mind when you think of success?,1,Understand Compare and contrast nature and nurture influences.,1,Understand Summarize the consequences of the economic policy.,1,Understand Interpret the symbolism in a famous artwork.,1,Understand Let's discuss the impact of social media on mental health.,1,Understand Describe the feeling of anticipation.,1,Understand Explain the concept of utilitarianism.,1,Understand Paraphrase the historical document.,1,Understand Restate the central argument of the presentation.,1,Understand What associations are there with the idea of justice?,1,Understand Contrast the features of analog and digital technology.,1,Understand Summarize the geopolitical effects of a political decision.,1,Understand Differentiate between correlation and causation.,1,Understand Interpret the meaning behind a movie's title.,1,Understand Let's discuss the challenges of sustainable agriculture.,1,Understand Describe the sound of rain on a roof.,1,Understand Explain the process of cellular respiration.,1,Understand Paraphrase the legal statute.,1,Understand Restate the main points of the article.,1,Understand "What associations do you have with the term ""adventure""?",1,Understand Compare and contrast realism and surrealism in art.,1,Understand Summarize the consequences of deforestation.,1,Understand Differentiate between deductive and inductive arguments.,1,Understand Interpret the moral lesson in a fable.,1,Understand Let's discuss the ethical implications of genetic engineering.,1,Understand Describe the sensation of surprise.,1,Understand Explain the concept of social contract.,1,Understand Paraphrase the famous speech.,1,Understand Restate the thesis of the research paper.,1,Understand What associations come to mind when you think of happiness?,1,Understand Contrast the characteristics of introverts and extroverts.,1,Understand Summarize the cultural significance of a festival.,1,Understand Differentiate between qualitative and quantitative analysis.,1,Understand Interpret the motives of a complex character in a novel.,1,Understand Let's discuss the challenges of sustainable urban planning.,1,Understand Describe the taste of a tangy lemon.,1,Understand Explain the process of mitosis.,1,Understand Paraphrase the economic principle.,1,Understand Restate the key takeaways from the workshop.,1,Understand What associations are there with the concept of leadership?,1,Understand Compare and contrast communism and fascism.,1,Understand Summarize the impact of a historical speech.,1,Understand Differentiate between nominal and ordinal data,1,Understand Describe the texture of sand between your fingers.,1,Understand Explain the concept of moral relativism.,1,Understand Paraphrase the famous novel's opening line.,1,Understand Restate the main goals of the marketing campaign.,1,Understand "What associations do you have with the term ""creativity""?",1,Understand Contrast the themes of love and sacrifice in literature.,1,Understand Summarize the geopolitical implications of a treaty.,1,Understand Differentiate between quantitative and qualitative research methods.,1,Understand Interpret the emotions conveyed through a piece of music.,1,Understand Let's discuss the potential benefits of universal healthcare.,1,Understand Describe the sensation of warmth from a fireplace.,1,Understand Explain the process of neurotransmission in the brain.,1,Understand Paraphrase the philosophical quote.,1,Understand Restate the central argument of the policy proposal.,1,Understand What associations come to mind when you think of family?,1,Understand Compare and contrast modern art with traditional art.,1,Understand Summarize the consequences of an economic recession.,1,Understand Differentiate between deductive and abductive reasoning.,1,Understand Interpret the cultural significance of a traditional dance.,1,Understand Let's discuss the ethical considerations of artificial intelligence in warfare.,1,Understand Describe the feeling of relief after a long day.,1,Understand Explain the concept of civil liberties.,1,Understand Paraphrase the historical event's chronology.,1,Understand Restate the main objectives of the educational program.,1,Understand What associations are there with the concept of identity?,1,Understand Contrast the characteristics of authoritarian and authoritative leadership.,1,Understand Summarize the environmental impact of a manufacturing process.,1,Understand Differentiate between qualitative and quantitative data analysis techniques.,1,Understand Interpret the motives behind a character's actions in a play.,1,Understand Let's discuss the societal implications of human cloning.,1,Understand Describe the taste of a ripe watermelon.,1,Understand Explain the process of chemical bonding.,1,Understand Paraphrase the mathematical theorem.,1,Understand Restate the central message of the motivational speech.,1,Understand What associations do you have with the concept of courage?,1,Understand Compare and contrast Eastern and Western philosophies.,1,Understand Summarize the outcomes of a diplomatic negotiation.,1,Understand Differentiate between primary and secondary sources.,1,Understand Interpret the meaning of a metaphor in a poem.,1,Understand Let's discuss the economic impacts of artificial intelligence automation.,1,Understand Describe the feeling of contentment.,1,Understand Explain the concept of ethical relativism.,1,Understand Paraphrase the scientific hypothesis.,1,Understand Restate the key findings of the archaeological study.,1,Understand Contrast the characteristics of city life and rural life.,1,Understand Summarize the effects of a major technological advancement.,1,Understand Differentiate between empirical and theoretical research.,1,Understand Interpret the mood conveyed through a piece of artwork.,1,Understand Let's discuss the implications of gene editing in humans.,1,Understand Describe the sound of waves crashing on a shore.,1,Understand Explain the process of ecological succession.,1,Understand Paraphrase the legal argument presented in the case.,1,Understand Restate the central idea of the philosophical essay.,1,Understand "What associations are there with the term ""innovation""?",1,Understand Compare and contrast classical music and contemporary music.,1,Understand Summarize the consequences of a natural disaster.,1,Understand Differentiate between normative and descriptive ethics.,1,Understand Interpret the historical context of a famous speech.,1,Understand Let's discuss the cultural impact of virtual reality technology.,1,Understand Describe the sensation of adrenaline rush.,1,Understand Explain the concept of social inequality.,1,Understand How do you approach understanding complex information?,1,Understand Can you grasp the meaning of that metaphor?,1,Understand How can you translate historical events into a modern context?,1,Understand What facts can you interpret from the data?,1,Understand Compare the two theories and contrast their key points.,1,Understand Can you order the events chronologically based on the provided information?,1,Understand How would you group these ideas into related categories?,1,Understand What can you infer about the character's motives from the dialogue?,1,Understand Predict the potential consequences of that economic policy.,1,Understand "When trying to understand a scientific concept, how do you grasp its meaning?",1,Understand Translate your knowledge of literature to analyze this poem.,1,Understand Interpret the facts presented in the research study.,1,Understand Compare the two artworks and contrast their styles.,1,Understand Can you order these historical events to create a timeline?,1,Understand Group these elements based on their shared characteristics.,1,Understand Infer the potential causes of the sudden market drop.,1,Understand Predict the consequences of implementing renewable energy sources.,1,Understand How would you approach understanding a complex mathematical theorem?,1,Understand Grasp the meaning behind the author's use of symbolism in the novel.,1,Understand Translate your knowledge of physics to solve this engineering problem.,1,Understand Interpret the historical facts to analyze the social impact.,1,Understand Compare the cultural practices of two different societies and contrast their traditions.,1,Understand Can you order these historical documents to create a coherent narrative?,1,Understand Group these organisms based on their common traits.,1,Understand Infer the possible causes of the decline in customer satisfaction.,1,Understand Predict the consequences of raising the minimum wage.,1,Understand "When faced with a new scientific theory, how do you grasp its meaning?",1,Understand Translate your understanding of psychology to explain behavior in this scenario.,1,Understand Interpret the data from the experiment to draw conclusions.,1,Understand Compare the philosophies of two political ideologies and contrast their beliefs.,1,Understand Can you order these scenes from the movie to reconstruct the plot?,1,Understand Group these literary works based on their themes.,1,Understand Infer the factors contributing to the decline in sales.,1,Understand Predict the consequences of implementing stricter environmental regulations.,1,Understand How do you go about understanding complex historical events?,1,Understand Grasp the meaning behind the allegory in this story.,1,Understand Translate your knowledge of economics to analyze this market trend.,1,Understand Interpret the survey results to identify patterns.,1,Understand Compare the architectural styles of two historical periods and contrast their characteristics.,1,Understand Can you order these steps to create a logical sequence of actions?,1,Understand Group these elements based on their shared chemical properties.,1,Understand Infer the reasons behind the company's sudden expansion.,1,Understand Predict the consequences of a society becoming cashless.,1,Understand "When faced with a complex scientific concept, how do you grasp its essence?",1,Understand Translate your understanding of ethics to analyze this moral dilemma.,1,Understand Interpret the geological features to determine the region's history.,1,Understand Compare the nutritional values of two different diets and contrast their effects.,1,Understand Can you order these excerpts to form a coherent argument?,1,Understand Group these organisms based on their habitats.,1,Understand Infer the motives behind the character's mysterious actions.,1,Understand Predict the consequences of stricter regulations on social media content.,1,Understand How do you approach understanding information from multiple sources?,1,Understand Grasp the meaning behind the statistical data presented in the report.,1,Understand Translate your knowledge of art history to analyze this painting.,1,Understand Interpret the financial data to assess the company's performance.,1,Understand Compare the economic policies of two countries and contrast their outcomes.,1,Understand Can you order these events to reconstruct the chain of causality?,1,Understand Group these elements based on their shared cultural significance.,1,Understand Infer the potential consequences of a sudden spike in inflation.,1,Understand Predict the effects of implementing a four-day workweek.,1,Understand "When dealing with complex scientific experiments, how do you understand their results?",1,Understand Translate your understanding of sociology to analyze this social phenomenon.,1,Understand Interpret the data from the clinical trial to draw conclusions.,1,Understand Compare the characteristics of two different ecosystems and contrast their biodiversity.,1,Understand Can you order these lines of dialogue to reconstruct the conversation?,1,Understand Group these historical figures based on their roles in the revolution.,1,Understand Infer the factors contributing to the decline in student performance.,1,Understand Predict the consequences of universal basic income.,1,Understand How do you approach understanding information from various perspectives?,1,Understand Grasp the meaning behind the abstract concepts presented in the philosophy text.,1,Understand Translate your knowledge of technology to analyze this cybersecurity breach.,1,Understand Interpret the market trends to make investment decisions.,1,Understand Compare the leadership styles of two prominent figures and contrast their effectiveness.,1,Understand Can you order these scientific observations to establish a causal relationship?,1,Understand Group these artworks based on their artistic movements.,1,Understand Infer the causes of the sudden increase in air pollution levels.,1,Understand Predict the consequences of a fully remote workforce.,1,Understand "When encountering complex historical narratives, how do you understand their significance?",1,Understand Translate your understanding of anthropology to analyze this cultural practice.,1,Understand Interpret the data from the psychological study to draw insights.,1,Understand Compare the political ideologies of two parties and contrast their policy proposals.,1,Understand Can you order these genetic markers to determine the genetic sequence?,1,Understand Group these literary works based on their genre.,1,Understand Infer the motivations behind a character's decision to leave their hometown.,1,Understand Predict the consequences of a cashless society on small businesses.,1,Understand How do you approach understanding information with conflicting viewpoints?,1,Understand Grasp the meaning behind the abstract painting's color palette.,1,Understand Translate your knowledge of international relations to analyze this diplomatic incident.,1,Understand Interpret the trends in consumer behavior to inform marketing strategies.,1,Understand Compare the educational systems of two countries and contrast their outcomes.,1,Understand Can you order these steps in the scientific method to conduct a valid experiment?,1,Understand Group these elements based on their shared physical properties.,1,Understand Infer the factors contributing to the decline in employee morale.,1,Understand Predict the consequences of widespread adoption of electric vehicles.,1,Understand "When dealing with complex legal cases, how do you understand the intricacies?",1,Understand Translate your understanding of environmental science to analyze this ecological issue.,1,Understand Interpret the data from the social survey to identify societal trends.,1,Understand Compare the economic policies of two historical eras and contrast their effects.,1,Understand Can you order these historical speeches to create a narrative of change?,1,Understand Group these species based on their evolutionary relationships.,1,Understand How do you calculate the area of a triangle?,2,Apply Can you predict the outcome of this chemical reaction?,2,Apply Apply the principles of calculus to solve this differential equation.,2,Apply Solve the algebraic equation for the unknown variable.,2,Apply Illustrate the process of photosynthesis using a diagram.,2,Apply Use trigonometry to determine the height of the building.,2,Apply Demonstrate the steps to solve a quadratic equation.,2,Apply Determine the concentration of the unknown solution using titration.,2,Apply Model the behavior of gas particles using the kinetic theory.,2,Apply How can you experiment to prove the law of conservation of energy?,2,Apply Show how to calculate the volume of a cylinder.,2,Apply Examine the data to identify patterns and trends.,2,Apply Modify the parameters in the simulation to observe changes in the outcome.,2,Apply Calculate the distance traveled by the car in a given time.,2,Apply Can you predict the outcome of this social experiment?,2,Apply Apply the principles of economics to solve the scarcity problem.,2,Apply Solve the system of linear equations using matrix operations.,2,Apply Illustrate the concept of natural selection with examples.,2,Apply Use statistical analysis to determine the correlation between variables.,2,Apply Demonstrate the process of DNA replication in a model.,2,Apply Determine the pH of the solution using a pH indicator.,2,Apply Model the behavior of a pendulum using mathematical equations.,2,Apply How can you experiment to investigate the effects of temperature on plant growth?,2,Apply Show the steps to calculate the perimeter of a rectangle.,2,Apply Examine the historical data to analyze economic trends.,2,Apply Modify the algorithm to improve the efficiency of the sorting process.,2,Apply Calculate the velocity of the object in free fall.,2,Apply Can you predict the outcome of the market based on current trends?,2,Apply Apply the principles of engineering to solve this structural problem.,2,Apply Solve the calculus problem involving integration.,2,Apply Illustrate the water cycle in a detailed diagram.,2,Apply Use probability theory to determine the chances of drawing specific cards.,2,Apply Demonstrate the steps of a chemical reaction using a laboratory setup.,2,Apply Determine the mass of the unknown substance through gravimetric analysis.,2,Apply Model the spread of a contagious disease in a population.,2,Apply How can you experiment to verify the laws of motion proposed by Newton?,2,Apply Show the procedure to calculate the area of a trapezoid.,2,Apply Examine the literary text to analyze its themes and symbols.,2,Apply Modify the algorithm to accommodate larger data sets.,2,Apply Calculate the acceleration of a car during a specific time interval.,2,Apply Can you predict the outcome of this social policy on poverty?,2,Apply Apply mathematical principles to solve this optimization problem.,2,Apply Solve the geometry puzzle involving angles and lines.,2,Apply Illustrate the concept of supply and demand in an economic graph.,2,Apply Use calculus to determine the maximum value of the function.,2,Apply Demonstrate the steps of a biological process using an interactive model.,2,Apply Determine the density of an irregular object using displacement.,2,Apply Model the movement of planets in the solar system.,2,Apply How can you experiment to test the effects of different fertilizers on plant growth?,2,Apply Show the process to calculate the surface area of a sphere.,2,Apply Examine the data to identify outliers and anomalies.,2,Apply Modify the code to fix the software bug.,2,Apply Calculate the force required to move an object up an inclined plane.,2,Apply Can you predict the outcome of the weather based on atmospheric conditions?,2,Apply Apply principles of psychology to solve a behavioral problem.,2,Apply Solve the physics problem involving conservation of momentum.,2,Apply Illustrate the concept of evolution through a timeline of species.,2,Apply Use statistical analysis to determine the average test scores.,2,Apply Demonstrate the steps of a computer algorithm using pseudocode.,2,Apply Determine the concentration of a solution through titration.,2,Apply Model the growth of a population using exponential functions.,2,Apply How can you experiment to explore the effects of different wavelengths of light on plant growth?,2,Apply Show the steps to calculate the circumference of a circle.,2,Apply Examine the historical documents to reconstruct past events.,2,Apply Modify the design to enhance the user experience.,2,Apply Calculate the work done by a force moving an object.,2,Apply Can you predict the outcome of the stock market based on historical data?,2,Apply Apply mathematical principles to solve a financial problem.,2,Apply Solve the calculus problem involving integration by parts.,2,Apply Illustrate the process of cellular respiration in a visual diagram.,2,Apply Use regression analysis to determine the relationship between variables.,2,Apply Demonstrate the steps of a mechanical process through animations.,2,Apply Determine the solubility of a compound in different solvents.,2,Apply Model the interactions between predator and prey populations.,2,Apply How can you experiment to study the effects of different temperatures on enzyme activity?,2,Apply Show the method to calculate the area of an irregular polygon.,2,Apply Examine the data to draw conclusions about consumer preferences.,2,Apply Modify the parameters of the simulation to explore various scenarios.,2,Apply Calculate the displacement of an object using kinematic equations.,2,Apply Can you predict the outcome of an election based on polling data?,2,Apply Apply principles of ethics to solve a moral dilemma.,2,Apply Solve the algebraic equation to find the value of the variable.,2,Apply Illustrate the process of meiosis using a labeled diagram.,2,Apply Use regression analysis to determine the relationship between sales and advertising expenditure.,2,Apply Demonstrate the steps of a chemical synthesis in a laboratory setting.,2,Apply Determine the concentration of a substance using spectrophotometry.,2,Apply Model the spread of information in a social network.,2,Apply How can you experiment to investigate the effects of different diets on weight loss?,2,Apply Show the process of calculating the volume of an irregularly shaped object using displacement.,2,Apply Examine the data to identify trends in customer behavior.,2,Apply Modify the code to add new features to the software.,2,Apply Calculate the pressure exerted by a gas in a closed container.,2,Apply Can you predict the outcome of a sports event based on team statistics?,2,Apply Apply principles of law to solve a legal case.,2,Apply Solve the calculus problem involving the area under a curve.,2,Apply Illustrate the process of metamorphosis in insects through images.,2,Apply Use mathematical modeling to predict population growth.,2,Apply Demonstrate the steps of a biological process through a virtual simulation.,2,Apply Determine the concentration of an unknown substance using titration.,2,Apply Model the behavior of particles in a chemical reaction.,2,Apply How can you experiment to study the effects of different light intensities on plant growth?,2,Apply Show the process to calculate the volume of a cone.,2,Apply Examine the historical records to reconstruct the events of the past.,2,Apply Modify the algorithm to improve computational efficiency.,2,Apply Calculate the velocity of an object in uniform circular motion.,2,Apply Can you predict the outcome of a marketing campaign based on consumer responses?,2,Apply Apply statistical methods to solve a data analysis problem.,2,Apply Solve the geometry problem involving angles and triangles.,2,Apply Illustrate the concept of genetic inheritance using Punnett squares.,2,Apply Use probability theory to determine the likelihood of a random event.,2,Apply Demonstrate the steps of a physical process through a video demonstration.,2,Apply Determine the molar mass of a compound using the ideal gas law.,2,Apply Model the behavior of predator-prey interactions in an ecosystem.,2,Apply How can you experiment to investigate the effects of different exercise regimens on fitness?,2,Apply Show the procedure to calculate the surface area of a cube.,2,Apply Examine the data to identify outliers and anomalies in a scientific study.,2,Apply Modify the parameters of the simulation to test alternative scenarios.,2,Apply Calculate the gravitational force between two massive objects.,2,Apply Can you predict the outcome of a social policy change using simulation models?,2,Apply Apply principles of psychology to solve a cognitive puzzle.,2,Apply Solve the physics problem involving projectile motion.,2,Apply Illustrate the concept of continental drift through animations.,2,Apply Use statistical analysis to determine the correlation between income and education level.,2,Apply Demonstrate the steps of a computer programming algorithm through pseudocode.,2,Apply Determine the equilibrium constant of a chemical reaction using experimental data.,2,Apply Model the spread of infectious diseases in a population.,2,Apply How can you experiment to investigate the effects of different fertilizers on plant growth?,2,Apply Show the process of calculating the area of a parallelogram.,2,Apply Examine the historical documents to analyze the causes of a historical event.,2,Apply Modify the design of a product to enhance its usability.,2,Apply Calculate the electric field strength between two charged particles.,2,Apply Can you predict the outcome of a social movement based on historical trends?,2,Apply Apply mathematical principles to solve a geometric problem.,2,Apply Solve the calculus problem involving optimization.,2,Apply Illustrate the process of protein synthesis using a labeled diagram.,2,Apply Use statistical analysis to determine the relationship between variables in a survey.,2,Apply Demonstrate the steps of a chemical reaction through a laboratory experiment.,2,Apply Determine the rate of reaction using the initial rate method.,2,Apply Model the behavior of a population in response to environmental changes.,2,Apply How can you experiment to study the effects of different stimuli on animal behavior?,2,Apply Show the procedure to calculate the volume of a rectangular prism.,2,Apply Examine the data to identify trends in market demand.,2,Apply Modify the algorithm to address security vulnerabilities in the software.,2,Apply Calculate the power output of a machine using mechanical work.,2,Apply Can you predict the outcome of a technological innovation based on current trends?,2,Apply Apply principles of economics to solve a resource allocation problem.,2,Apply Solve the algebraic equation system to find the values of the variables.,2,Apply Illustrate the process of meiosis using animations.,2,Apply Use regression analysis to determine the factors affecting customer satisfaction.,2,Apply Demonstrate the steps of a physics experiment through video demonstrations.,2,Apply Determine the rate constant of a chemical reaction through experimental data.,2,Apply Model the behavior of predator-prey interactions in a changing environment.,2,Apply How can you experiment to investigate the effects of different teaching methods on learning outcomes?,2,Apply Show the method to calculate the volume of a cylinder.,2,Apply Examine the historical records to analyze the impact of a historical event.,2,Apply Modify the code to optimize the software's performance.,2,Apply Calculate the electric potential energy of a charged object.,2,Apply Can you predict the outcome of a political election based on public opinion polls?,2,Apply Apply principles of psychology to solve a behavior modification problem.,2,Apply Solve the physics problem involving circular motion.,2,Apply Illustrate the process of the water cycle using a flowchart.,2,Apply Use statistical analysis to determine the trends in stock market prices.,2,Apply Demonstrate the steps of a chemical synthesis through a virtual lab simulation.,2,Apply Determine the rate of enzyme catalysis using spectrophotometry.,2,Apply Model the interactions between species in a complex ecosystem.,2,Apply How can you experiment to study the effects of different teaching strategies on student performance?,2,Apply Show the process of calculating the volume of a cone using integration.,2,Apply Examine the data to identify correlations between variables in a study.,2,Apply Modify the algorithm to improve the security of the encryption.,2,Apply Calculate the energy required to raise the temperature of a substance.,2,Apply Can you predict the outcome of a technological advancement using simulation?,2,Apply Apply principles of sociology to solve a social issue.,2,Apply Solve the calculus problem involving finding the area between curves.,2,Apply Illustrate the process of digestion using a visual diagram.,2,Apply Use regression analysis to determine the impact of advertising on sales.,2,Apply Demonstrate the steps of a biological experiment through a hands-on activity.,2,Apply Determine the activation energy of a chemical reaction through experimental data.,2,Apply Model the population dynamics of species in a competitive environment.,2,Apply How can you experiment to investigate the effects of different incentives on employee productivity?,2,Apply Show the procedure to calculate the volume of a sphere.,2,Apply Examine the data to identify outliers and anomalies in a dataset.,2,Apply Modify the design of a website to enhance user experience.,2,Apply Calculate the pressure exerted by a gas using the ideal gas law.,2,Apply Can you predict the outcome of a social trend based on historical patterns?,2,Apply Apply mathematical principles to solve a financial investment problem.,2,Apply Solve the geometry problem involving angles and polygons.,2,Apply Illustrate the process of the rock cycle using visual aids.,2,Apply Use statistical analysis to determine the relationship between age and income.,2,Apply Demonstrate the steps of a physics phenomenon through computer simulations.,2,Apply Determine the equilibrium position of a chemical reaction using equilibrium constants.,2,Apply Model the behavior of predator-prey interactions in a fluctuating environment.,2,Apply How can you experiment to study the effects of different study techniques on memory retention?,2,Apply Show the method to calculate the volume of irregularly shaped objects using Archimedes' principle.,2,Apply Examine the data to identify trends in consumer purchasing behavior.,2,Apply Modify the algorithm to handle larger data sets more efficiently.,2,Apply Calculate the torque required to rotate an object.,2,Apply Can you predict the outcome of a marketing strategy using market analysis?,2,Apply Apply principles of psychology to solve a behavioral modification challenge.,2,Apply Solve the physics problem involving electromagnetic induction.,2,Apply Illustrate the process of osmosis using a simplified diagram.,2,Apply How can you effectively use the gathered information in decision-making?,2,Apply Give an example of using statistical methods to analyze social trends.,2,Apply How would you use psychological theories to understand human behavior in a new context?,2,Apply Apply the principles of physics to explain the behavior of a bouncing ball.,2,Apply Can you solve a complex math problem using the concepts of calculus?,2,Apply Demonstrate the application of the scientific method to formulate a hypothesis.,2,Apply How do you use historical data to predict future economic trends?,2,Apply Give an instance of using linguistic theories to analyze language patterns.,2,Apply Solve a real-world engineering problem using your knowledge of mechanics.,2,Apply Illustrate how you would use the laws of thermodynamics in designing an energy-efficient system.,2,Apply How can you use your knowledge of literature to analyze a contemporary novel?,2,Apply Apply the principles of genetics to understand a hereditary disorder.,2,Apply Give an example of using the laws of supply and demand to analyze changes in market prices.,2,Apply How would you use your artistic skills to create a visual representation of a scientific concept?,2,Apply Solve a mathematical puzzle using algebraic methods.,2,Apply Demonstrate the correct usage of the scientific method to conduct an experiment.,2,Apply How can you use data from a recent survey to inform a business strategy?,2,Apply Apply the theories of cognitive psychology to design effective learning materials.,2,Apply Give an instance of using economic theories to predict the impact of a policy change.,2,Apply How would you use principles of ecology to understand the interactions in a new ecosystem?,2,Apply Solve a coding challenge using your programming skills.,2,Apply Demonstrate the correct usage of the Pythagorean theorem to find a missing side of a triangle.,2,Apply How can you use your knowledge of history to analyze the causes of a current conflict?,2,Apply Apply the principles of chemistry to explain the reaction mechanism of a new compound.,2,Apply Give an example of using sociological concepts to analyze a cultural phenomenon.,2,Apply How would you use statistical methods to interpret the results of a medical study?,2,Apply Solve a physics problem involving motion using kinematic equations.,2,Apply Demonstrate the correct usage of the scientific notation in expressing very large or small numbers.,2,Apply How can you use your understanding of computer algorithms to optimize a search process?,2,Apply Apply the principles of architecture to design an eco-friendly building.,2,Apply Give an instance of using geological theories to interpret rock formations in a new region.,2,Apply How would you use economic concepts to analyze consumer behavior in a changing market?,2,Apply Solve a calculus problem involving finding the limit of a function.,2,Apply Demonstrate the correct usage of the empirical formula to determine the composition of a compound.,2,Apply How can you use psychological theories to understand motivation in a workplace context?,2,Apply Apply the principles of genetics to predict the probability of inheriting a certain trait.,2,Apply Give an example of using ethical theories to analyze a moral dilemma.,2,Apply How would you use statistical methods to analyze data from a social survey?,2,Apply Solve a mechanical engineering problem involving stress and strain calculations.,2,Apply Demonstrate the correct usage of the scientific method in designing a controlled experiment.,2,Apply How can you use your knowledge of political science to analyze international relations?,2,Apply Apply the principles of fluid dynamics to design an efficient water distribution system.,2,Apply Give an instance of using economic theories to analyze the impact of inflation on purchasing power.,2,Apply How would you use linguistic concepts to analyze the use of language in advertising?,2,Apply Solve a geometry problem involving finding the area of a complex shape.,2,Apply Demonstrate the correct usage of the SI units in a scientific calculation.,2,Apply How can you use your understanding of cultural anthropology to interpret cultural practices?,2,Apply Apply the principles of nutrition to design a balanced diet plan.,2,Apply Give an example of using psychological theories to understand decision-making processes.,2,Apply How would you use mathematical models to predict population growth?,2,Apply Solve a chemistry problem involving balancing chemical equations.,2,Apply Demonstrate the correct usage of the scientific method in forming a falsifiable hypothesis.,2,Apply How can you use your knowledge of literature to analyze themes in a contemporary film?,2,Apply Apply the principles of economics to analyze the impact of taxation policies.,2,Apply Give an instance of using sociological concepts to analyze social stratification in a new context.,2,Apply How would you use your understanding of climate science to predict weather patterns?,2,Apply Solve an electrical engineering problem involving circuit analysis.,2,Apply Demonstrate the correct usage of the scientific terminology when presenting research findings.,2,Apply How can you use your knowledge of history to analyze the causes of a social movement?,2,Apply Apply the principles of psychology to understand the effects of stress on cognitive function.,2,Apply Give an example of using economic theories to analyze the relationship between unemployment and inflation.,2,Apply How would you use statistical methods to analyze the results of a clinical trial?,2,Apply Solve a physics problem involving calculating the force required for an object to move.,2,Apply Demonstrate the correct usage of the scientific method to set up a controlled experiment.,2,Apply How can you use your understanding of architecture to design an energy-efficient building?,2,Apply Apply the principles of genetics to analyze the inheritance patterns of a specific genetic disorder.,2,Apply Give an instance of using sociological concepts to analyze the dynamics of a social movement.,2,Apply How would you use linguistic theories to understand language evolution?,2,Apply Solve a math problem involving solving equations with multiple variables.,2,Apply Demonstrate the correct usage of the scientific notation in expressing significant figures.,2,Apply How can you use your knowledge of political science to analyze policy implications?,2,Apply Apply the principles of ecology to analyze the interactions within a newly discovered ecosystem.,2,Apply Give an example of using economic theories to analyze international trade dynamics.,2,Apply How would you use statistical methods to analyze patterns in demographic data?,2,Apply Solve a mechanical engineering problem involving calculating the mechanical advantage of a machine.,2,Apply Demonstrate the correct usage of the scientific method in designing a survey for data collection.,2,Apply How can you use your understanding of cultural anthropology to interpret rituals in a new society?,2,Apply Apply the principles of psychology to understand the factors influencing memory retention.,2,Apply Give an instance of using linguistic concepts to analyze language variation in different dialects.,2,Apply How would you use economic concepts to analyze the factors affecting consumer decision-making?,2,Apply Solve a chemistry problem involving calculating the concentration of a solution.,2,Apply Demonstrate the correct usage of the scientific terminology in a technical report.,2,Apply How can you use your knowledge of history to analyze the impact of a technological innovation?,2,Apply Apply the principles of economics to analyze the relationship between inflation and interest rates.,2,Apply Give an example of using sociological concepts to analyze the role of media in shaping public opinion.,2,Apply How would you use statistical methods to analyze trends in crime rates?,2,Apply Solve a physics problem involving calculating the acceleration of an object in free fall.,2,Apply Demonstrate the correct usage of the scientific method in designing an experiment to test a hypothesis.,2,Apply How can you use your understanding of urban planning to design a sustainable neighborhood?,2,Apply Apply the principles of genetics to analyze the inheritance of a specific trait in a population.,2,Apply Give an instance of using psychological theories to analyze the effects of sleep deprivation on cognitive function.,2,Apply How would you use economic theories to analyze the impact of globalization on labor markets?,2,Apply Solve a calculus problem involving finding the derivative of a function.,2,Apply Demonstrate the correct usage of the scientific notation to express measurement uncertainty.,2,Apply How can you use your knowledge of political science to analyze policy outcomes?,2,Apply Apply the principles of environmental science to analyze the impact of deforestation on ecosystems.,2,Apply Give an example of using sociological concepts to analyze social mobility trends.,2,Apply How would you use linguistic concepts to analyze the evolution of language in different cultures?,2,Apply Solve a mechanical engineering problem involving calculating the mechanical efficiency of a machine.,2,Apply Demonstrate the correct usage of the scientific method in interpreting experimental results.,2,Apply How do you classify different species of plants based on their characteristics?,3,Analyze Can you outline the main steps of the scientific method?,3,Analyze How would you break down a complex problem into smaller manageable components?,3,Analyze Categorize the types of renewable energy sources.,3,Analyze Analyze the data to identify patterns and trends.,3,Analyze Can you create a diagram to illustrate the water cycle?,3,Analyze How do you infer the motives behind a character's actions in a novel?,3,Analyze Select the appropriate statistical test to analyze this dataset.,3,Analyze How would you classify the different genres of literature?,3,Analyze Outline the key components of a successful marketing strategy.,3,Analyze Can you break down the steps of a chemical reaction mechanism?,3,Analyze Categorize the different types of consumer behaviors.,3,Analyze Analyze the financial statements to assess the company's performance.,3,Analyze Can you create an illustrated diagram of the human respiratory system?,3,Analyze How do you infer the meaning of a word from its context?,3,Analyze Select the relevant data points for your analysis.,3,Analyze How would you classify the different types of musical instruments?,3,Analyze Outline the stages of the product development process.,3,Analyze Can you break down the factors contributing to climate change?,3,Analyze Categorize the various theories of personality in psychology.,3,Analyze Analyze the historical documents to understand the events of the past.,3,Analyze Can you create a flowchart diagram for a decision-making process?,3,Analyze How do you infer the emotional tone of a poem from its language?,3,Analyze Select the appropriate variables for a regression analysis.,3,Analyze How would you classify the different types of artistic styles?,3,Analyze Outline the main phases of a software development life cycle.,3,Analyze Can you break down the components of a balanced diet?,3,Analyze Categorize the different types of economic systems.,3,Analyze Analyze the social media data to identify sentiment trends.,3,Analyze Can you create an illustrated diagram of the nitrogen cycle?,3,Analyze How do you infer the author's perspective from an article?,3,Analyze Select the relevant case studies for your research project.,3,Analyze How would you classify the different types of political ideologies?,3,Analyze Outline the steps of the problem-solving process.,3,Analyze Can you break down the elements of a persuasive argument?,3,Analyze Categorize the major branches of science.,3,Analyze Analyze the survey responses to draw conclusions.,3,Analyze Can you create a Venn diagram to illustrate the overlap between two concepts?,3,Analyze How do you infer the potential outcomes of a social policy?,3,Analyze Select the appropriate statistical tests for hypothesis testing.,3,Analyze How would you classify the different types of animals based on their habitats?,3,Analyze Outline the main functions of a cell's organelles.,3,Analyze Can you break down the stages of human development?,3,Analyze Categorize the various styles of art movements.,3,Analyze Analyze the economic indicators to assess the country's economic health.,3,Analyze Can you create an illustrated diagram of the carbon cycle?,3,Analyze How do you infer the cause of a sudden market drop?,3,Analyze Select the relevant sources for your literature review.,3,Analyze How would you classify the different types of communication styles?,3,Analyze Outline the key factors influencing consumer purchasing decisions.,3,Analyze Can you break down the steps of the scientific research process?,3,Analyze Categorize the different types of social media platforms.,3,Analyze Analyze the historical context to understand the motives of historical figures.,3,Analyze Can you create a flowchart diagram for a decision tree?,3,Analyze How do you infer the cultural significance of a traditional dance?,3,Analyze Select the appropriate variables for a correlation analysis.,3,Analyze How would you classify the different types of natural disasters?,3,Analyze Outline the major events of a historical time period.,3,Analyze Can you break down the components of a computer's hardware?,3,Analyze Categorize the different forms of government.,3,Analyze Analyze the customer feedback to identify areas for improvement.,3,Analyze Can you create an illustrated diagram of the water treatment process?,3,Analyze How do you infer the meaning of a metaphor in a poem?,3,Analyze Select the relevant data points for a trend analysis.,3,Analyze How would you classify the different types of musical genres?,3,Analyze Outline the steps of the scientific method applied to a biology experiment.,3,Analyze Can you break down the factors contributing to air pollution?,3,Analyze Categorize the different types of social inequalities.,3,Analyze Analyze the performance metrics to optimize a website's user experience.,3,Analyze Can you create a schematic diagram of a computer network?,3,Analyze How do you infer the societal implications of a technological advancement?,3,Analyze Select the appropriate variables for a chi-square test.,3,Analyze How would you classify the different forms of energy?,3,Analyze Outline the stages of the software development process using Agile methodology.,3,Analyze Can you break down the stages of the human life cycle?,3,Analyze Categorize the different types of literary genres.,3,Analyze Analyze the patterns in consumer buying behavior to inform marketing strategies.,3,Analyze Can you create an illustrated diagram of the rock cycle?,3,Analyze How do you infer the mood conveyed through a piece of artwork?,3,Analyze Select the relevant case studies for a qualitative research project.,3,Analyze How would you classify the different types of economic indicators?,3,Analyze Outline the main steps of a research proposal.,3,Analyze Can you break down the elements of a logical argument?,3,Analyze Categorize the different types of cultural norms.,3,Analyze Analyze the market trends to make investment decisions.,3,Analyze Can you create a flowchart diagram for a computer algorithm?,3,Analyze How do you infer the motives behind a character's dialogue in a play?,3,Analyze Select the appropriate variables for an ANOVA test.,3,Analyze How would you classify the different forms of government systems?,3,Analyze Outline the key factors influencing climate patterns.,3,Analyze Can you break down the components of a computer's operating system?,3,Analyze Categorize the different types of psychological disorders.,3,Analyze Analyze the data from a user experience study to improve a website's design.,3,Analyze Can you create an illustrated diagram of the process of cellular respiration?,3,Analyze How do you infer the emotions conveyed through a piece of music?,3,Analyze Select the relevant data points for a regression analysis.,3,Analyze How would you classify the different types of literary devices?,3,Analyze Outline the steps of the problem-solving process in engineering.,3,Analyze Can you break down the stages of the water purification process?,3,Analyze Categorize the different types of marketing strategies.,3,Analyze Analyze the historical documents to reconstruct historical events.,3,Analyze Can you create a schematic diagram of an electrical circuit?,3,Analyze How do you infer the cultural context of a historical artifact?,3,Analyze Select the relevant sources for a literature review.,3,Analyze How would you classify the different types of educational methods?,3,Analyze Outline the main processes of the nitrogen cycle.,3,Analyze Can you break down the components of a computer's software?,3,Analyze Categorize the different types of social movements.,3,Analyze Analyze the patterns in stock market data to predict trends.,3,Analyze Can you create an illustrated diagram of the process of photosynthesis?,3,Analyze How do you infer the author's intended message in a poem?,3,Analyze Select the relevant case studies for a comparative analysis.,3,Analyze How would you classify the different forms of renewable energy?,3,Analyze Outline the key stages of a project management process.,3,Analyze Can you break down the elements of a persuasive speech?,3,Analyze Categorize the different types of leadership styles.,3,Analyze Analyze the data from user surveys to improve product usability.,3,Analyze Can you create a flowchart diagram for a decision-making process in business?,3,Analyze How do you infer the social implications of a technological innovation?,3,Analyze Select the appropriate variables for a factor analysis.,3,Analyze How would you classify the different types of plant species?,3,Analyze Outline the stages of the scientific research process.,3,Analyze Can you break down the stages of the carbon cycle?,3,Analyze Categorize the different types of cultural practices.,3,Analyze Analyze the customer reviews to evaluate the quality of a product.,3,Analyze Can you create an illustrated diagram of the process of digestion?,3,Analyze How do you infer the cultural influences on a piece of literature?,3,Analyze Select the relevant data points for a correlation analysis.,3,Analyze How would you classify the different forms of communication channels?,3,Analyze Outline the main steps of a problem-solving process in medicine.,3,Analyze Can you break down the components of a computer's central processing unit?,3,Analyze Categorize the different types of economic theories.,3,Analyze Analyze the data on customer demographics to tailor marketing campaigns.,3,Analyze Can you create a schematic diagram of a mechanical system?,3,Analyze How do you infer the emotional impact of a visual artwork?,3,Analyze Select the relevant sources for a historical research project.,3,Analyze How would you classify the different types of animal behaviors?,3,Analyze Outline the key principles of a psychological theory.,3,Analyze Can you break down the stages of the nitrogen fixation process?,3,Analyze Categorize the different types of artistic mediums.,3,Analyze Analyze the data on website traffic to improve user engagement.,3,Analyze Can you create a flowchart diagram for a troubleshooting process?,3,Analyze How do you infer the societal attitudes reflected in a piece of literature?,3,Analyze Select the appropriate variables for a time series analysis.,3,Analyze How would you classify the different types of music genres?,3,Analyze Outline the stages of a supply chain management process.,3,Analyze Can you break down the components of a biological cell?,3,Analyze Categorize the different types of political ideologies.,3,Analyze Analyze the patterns in sales data to identify growth opportunities.,3,Analyze Can you create an illustrated diagram of the process of protein synthesis?,3,Analyze How do you infer the cultural context of a historical painting?,3,Analyze How would you classify the different forms of government structures?,3,Analyze Outline the main stages of a software testing process.,3,Analyze Can you break down the elements of a logical proof?,3,Analyze Categorize the different types of societal norms.,3,Analyze Analyze the data on social media engagement to optimize content strategies.,3,Analyze Can you create a schematic diagram of a chemical reaction mechanism?,3,Analyze How do you infer the emotional tone of a piece of writing?,3,Analyze Select the relevant case studies for a qualitative analysis.,3,Analyze How would you classify the different types of economic systems?,3,Analyze Outline the key concepts of a philosophical theory.,3,Analyze Can you break down the stages of the water cycle?,3,Analyze Categorize the different types of literary elements.,3,Analyze Analyze the historical records to understand cultural shifts over time.,3,Analyze Can you create an illustrated diagram of the process of mitosis?,3,Analyze How do you infer the author's perspective in a news article?,3,Analyze Select the appropriate variables for a hypothesis testing.,3,Analyze How would you classify the different forms of energy sources?,3,Analyze Outline the stages of a project management process for construction.,3,Analyze Can you break down the components of a computer's input/output devices?,3,Analyze Categorize the different types of psychological therapies.,3,Analyze Analyze the data on user behavior to optimize website navigation.,3,Analyze Can you create a flowchart diagram for a decision-making process in healthcare?,3,Analyze How do you infer the cultural influences on a culinary dish?,3,Analyze How would you classify the different types of social institutions?,3,Analyze Outline the key principles of a marketing strategy.,3,Analyze Can you break down the stages of the carbon dioxide-oxygen cycle?,3,Analyze Categorize the different types of artistic movements.,3,Analyze Analyze the data on consumer preferences to tailor product offerings.,3,Analyze Can you create a schematic diagram of an electronic circuit?,3,Analyze How do you infer the societal impact of a technological advancement?,3,Analyze Select the appropriate variables for a content analysis.,3,Analyze How would you classify the different forms of government policies?,3,Analyze Outline the main steps of a problem-solving process in environmental science.,3,Analyze Can you break down the elements of a logical fallacy?,3,Analyze Categorize the different types of economic indicators.,3,Analyze Analyze the data on market trends to inform investment strategies.,3,Analyze Can you create an illustrated diagram of the process of evolution?,3,Analyze Select the relevant data points for a multivariate analysis.,3,Analyze How would you classify the different types of educational systems?,3,Analyze Outline the stages of a software development process for mobile apps.,3,Analyze Can you break down the components of a human respiratory system?,3,Analyze Categorize the different types of social behaviors.,3,Analyze Analyze the patterns in sales data to identify customer preferences.,3,Analyze Can you create a flowchart diagram for a decision-making process in education?,3,Analyze How do you infer the cultural influences on a fashion trend?,3,Analyze Select the appropriate variables for a logistic regression analysis.,3,Analyze How do you effectively break down a complex mathematical equation into simpler components?,3,Analyze Can you identify the relationships between the characters in a complex novel?,3,Analyze What are the steps to identify missing information in a complex dataset?,3,Analyze How do you break down a complex engineering problem into its fundamental elements?,3,Analyze Can you identify the interactions between different variables in a complex scientific experiment?,3,Analyze What strategies can you use to identify redundant information in a complex research paper?,3,Analyze How would you break down a complex architectural design into its key features?,3,Analyze Can you identify the cause-and-effect relationships in a complex ecological system?,3,Analyze What techniques can you use to identify contradictory information in a complex legal case?,3,Analyze How can you break down a complex computer programming task into manageable sub-tasks?,3,Analyze Can you identify the connections between different historical events in a complex timeline?,3,Analyze What steps can you take to identify missing information in a complex financial analysis?,3,Analyze How do you break down a complex medical diagnosis into its various symptoms and indicators?,3,Analyze Can you identify the synergies between different departments in a complex organizational structure?,3,Analyze What strategies do you use to identify redundant information in a complex market research report?,3,Analyze How would you break down a complex chemical reaction into its individual steps?,3,Analyze Can you identify the dependencies between different tasks in a complex project plan?,3,Analyze What techniques can you use to identify contradictory information in a complex scientific theory?,3,Analyze How can you break down a complex social issue into its underlying factors?,3,Analyze Can you identify the interactions between different economic indicators in a complex analysis?,3,Analyze What steps do you take to identify missing information in a complex environmental assessment?,3,Analyze How do you break down a complex psychological concept into its basic principles?,3,Analyze Can you identify the relationships between different characters' storylines in a complex movie plot?,3,Analyze What strategies can you use to identify redundant information in a complex marketing strategy?,3,Analyze How would you break down a complex geological formation into its geological processes?,3,Analyze Can you identify the connections between different artistic movements in a complex art history timeline?,3,Analyze What techniques can you use to identify contradictory information in a complex sociological study?,3,Analyze How can you break down a complex algorithm into its logical steps?,3,Analyze Can you identify the dependencies between different software modules in a complex software architecture?,3,Analyze What steps do you take to identify missing information in a complex historical analysis?,3,Analyze How do you break down a complex biological system into its constituent parts?,3,Analyze Can you identify the interactions between different factors in a complex economic model?,3,Analyze What strategies can you use to identify redundant information in a complex policy document?,3,Analyze How would you break down a complex literary work into its major themes and motifs?,3,Analyze Can you identify the cause-and-effect relationships between different political events in a complex timeline?,3,Analyze What techniques can you use to identify contradictory information in a complex social survey?,3,Analyze How can you break down a complex urban development plan into its various components?,3,Analyze Can you identify the relationships between different musical elements in a complex composition?,3,Analyze What steps do you take to identify missing information in a complex technological analysis?,3,Analyze How do you break down a complex physical phenomenon into its underlying forces and interactions?,3,Analyze Can you identify the synergies between different departments in a complex corporate organization?,3,Analyze What strategies can you use to identify redundant information in a complex scientific paper?,3,Analyze How would you break down a complex historical event into its contributing factors?,3,Analyze Can you identify the dependencies between different characters' actions in a complex narrative?,3,Analyze What techniques can you use to identify contradictory information in a complex economic forecast?,3,Analyze How can you break down a complex societal issue into its root causes?,3,Analyze Can you identify the interactions between different components in a complex technological system?,3,Analyze What steps do you take to identify missing information in a complex environmental impact assessment?,3,Analyze How do you break down a complex musical composition into its melodic and harmonic elements?,3,Analyze Can you identify the relationships between different genetic traits in a complex inheritance pattern?,3,Analyze What strategies can you use to identify redundant information in a complex market analysis?,3,Analyze How would you break down a complex cultural phenomenon into its cultural influences and expressions?,3,Analyze Can you identify the cause-and-effect relationships between different climatic factors in a complex ecosystem?,3,Analyze What techniques can you use to identify contradictory information in a complex political report?,3,Analyze How can you break down a complex mathematical proof into its logical steps?,3,Analyze Can you identify the dependencies between different user requirements in a complex software specification?,3,Analyze What steps do you take to identify missing information in a complex historical reconstruction?,3,Analyze How do you break down a complex medical case into its symptomatology and diagnostic criteria?,3,Analyze Can you identify the interactions between different elements in a complex social network?,3,Analyze What strategies can you use to identify redundant information in a complex product design?,3,Analyze How would you break down a complex geological process into its geological agents and mechanisms?,3,Analyze Can you identify the relationships between different artistic styles in a complex art history context?,3,Analyze What techniques can you use to identify contradictory information in a complex cultural study?,3,Analyze How can you break down a complex algorithmic problem into its sub-problems?,3,Analyze Can you identify the cause-and-effect relationships between different economic variables in a complex analysis?,3,Analyze What steps do you take to identify missing information in a complex financial forecast?,3,Analyze How do you break down a complex psychological concept into its cognitive and behavioral components?,3,Analyze Can you identify the dependencies between different modules in a complex software architecture?,3,Analyze What strategies can you use to identify redundant information in a complex academic paper?,3,Analyze How would you break down a complex literary work into its narrative structure and themes?,3,Analyze Can you identify the interactions between different characters' motives in a complex storyline?,3,Analyze What techniques can you use to identify contradictory information in a complex sociopolitical analysis?,3,Analyze How can you break down a complex engineering design into its functional and structural elements?,3,Analyze Can you identify the relationships between different musical genres in a complex historical context?,3,Analyze What steps do you take to identify missing information in a complex scientific experiment?,3,Analyze How do you break down a complex medical diagnosis into its diagnostic criteria and patient history?,3,Analyze How would you break down a complex urban development plan into its architectural and infrastructural components?,3,Analyze Can you identify the dependencies between different factors in a complex economic model?,3,Analyze Can you identify the interactions between different software modules in a complex software architecture?,3,Analyze Can you identify the relationships between different factors in a complex economic model?,3,Analyze How do you assess the current situation?,4,Evaluate What factors do you consider when making a decision?,4,Evaluate How can you choose the best option from the available ones?,4,Evaluate Can you rank these options based on their importance?,4,Evaluate What grade would you give to the performance of the team?,4,Evaluate How do you test the effectiveness of a new product?,4,Evaluate What measures do you take to ensure quality control?,4,Evaluate How would you defend your position in a debate?,4,Evaluate Can you recommend a suitable strategy for this project?,4,Evaluate How can you convince others to support your idea?,4,Evaluate What criteria do you use to select the right candidate for the job?,4,Evaluate How do you judge the success of a marketing campaign?,4,Evaluate What kind of support do you need to achieve your goals?,4,Evaluate Can you conclude the main findings of your research?,4,Evaluate How do you argue for the importance of education?,4,Evaluate Can you justify your choice of investment?,4,Evaluate Compare the advantages of two different approaches.,4,Evaluate Summarize the key points of the presentation.,4,Evaluate Evaluate the impact of social media on society.,4,Evaluate Generate innovative ideas for a new product.,4,Evaluate How do you assess the potential risks in a project?,4,Evaluate Decide on the best course of action for the team.,4,Evaluate Choose a book to recommend for the book club.,4,Evaluate Rank the top three priorities for the upcoming quarter.,4,Evaluate Grade the quality of customer service received.,4,Evaluate Test the hypothesis through an experiment.,4,Evaluate Measure the performance metrics of the website.,4,Evaluate Defend your stance on environmental sustainability.,4,Evaluate Recommend a workout routine for a beginner.,4,Evaluate Convince your manager to adopt a flexible work schedule.,4,Evaluate Select the most suitable candidate for the leadership role.,4,Evaluate Judge the winner of the art competition.,4,Evaluate Support your argument with relevant statistics.,4,Evaluate Conclude the negotiation with a favorable outcome.,4,Evaluate Argue for or against capital punishment.,4,Evaluate Justify the budget allocation for a new project.,4,Evaluate Compare the pros and cons of two programming languages.,4,Evaluate Summarize the findings of the market research.,4,Evaluate Evaluate the effectiveness of a training program.,4,Evaluate Generate hypotheses for a psychological study.,4,Evaluate Assess the impact of climate change on ecosystems.,4,Evaluate Decide on a vacation destination for the family.,4,Evaluate Choose the best software for graphic design.,4,Evaluate Rank the importance of core values in a company.,4,Evaluate Grade the essay based on the rubric provided.,4,Evaluate Test the durability of a new material.,4,Evaluate Measure the customer satisfaction level.,4,Evaluate Defend freedom of speech as a fundamental right.,4,Evaluate Recommend a healthy diet plan for weight loss.,4,Evaluate Convince investors to fund your startup.,4,Evaluate Select the appropriate methodology for a research project.,4,Evaluate Judge the ethical implications of a business decision.,4,Evaluate Support your viewpoint on renewable energy.,4,Evaluate Conclude the impact of social media on relationships.,4,Evaluate Argue for the benefits of remote work.,4,Evaluate Justify the need for increased cybersecurity measures.,4,Evaluate Compare different learning styles for educational effectiveness.,4,Evaluate Summarize the steps of the scientific method.,4,Evaluate Evaluate the long-term effects of a new policy.,4,Evaluate Generate strategies to reduce plastic waste.,4,Evaluate Assess the potential consequences of a diplomatic decision.,4,Evaluate Decide on the best advertising campaign for a product.,4,Evaluate Choose a gift for a friend's birthday.,4,Evaluate Rank the priority of tasks for the project team.,4,Evaluate Grade the performance of a student in a class.,4,Evaluate Test the hypothesis using statistical analysis.,4,Evaluate Measure the financial performance of a company.,4,Evaluate Defend the importance of cultural diversity.,4,Evaluate Recommend ways to improve time management.,4,Evaluate Convince the community to support a local charity.,4,Evaluate Select the ideal candidate for a customer service role.,4,Evaluate Judge the artistic value of a painting.,4,Evaluate Support your argument on the effects of technology.,4,Evaluate Conclude the benefits of regular exercise.,4,Evaluate Argue for or against school uniforms.,4,Evaluate Justify the allocation of resources for research.,4,Evaluate Compare different project management methodologies.,4,Evaluate Summarize the main themes of a novel.,4,Evaluate Evaluate the impact of social media on mental health.,4,Evaluate Generate ideas for reducing air pollution.,4,Evaluate Assess the feasibility of a new business idea.,4,Evaluate Decide on the best strategy for entering a new market.,4,Evaluate Choose the most suitable candidate for a leadership position.,4,Evaluate Rank the most important skills for a sales team.,4,Evaluate Grade the quality of a customer's complaint resolution.,4,Evaluate Test the hypothesis through laboratory experiments.,4,Evaluate Measure the effectiveness of a marketing campaign.,4,Evaluate Defend your perspective on climate change.,4,Evaluate Recommend ways to enhance communication skills.,4,Evaluate Convince the city council to invest in public transportation.,4,Evaluate Select the appropriate tools for a software development project.,4,Evaluate Judge the winner of a culinary competition.,4,Evaluate Support your opinion on the benefits of reading.,4,Evaluate Conclude the impact of online shopping on brick-and-mortar stores.,4,Evaluate Argue for the advantages of renewable energy sources.,4,Evaluate Justify the use of AI in healthcare diagnostics.,4,Evaluate Compare different methods of conflict resolution.,4,Evaluate Summarize the findings of a psychology study.,4,Evaluate Evaluate the societal implications of genetic engineering.,4,Evaluate Generate solutions for reducing plastic packaging.,4,Evaluate Assess the potential economic impact of a new law.,4,Evaluate Decide on the best pricing strategy for a new product.,4,Evaluate Choose a restaurant to recommend for a special occasion.,4,Evaluate Rank the top candidates for a scholarship award.,4,Evaluate Grade the performance of a team during a project.,4,Evaluate Test the reliability of a new measurement instrument.,4,Evaluate Measure the customer loyalty towards a brand.,4,Evaluate Defend the importance of free speech in media.,4,Evaluate Recommend strategies for improving work-life balance.,4,Evaluate Convince investors to support a real estate project.,4,Evaluate Select the most suitable technology stack for a web application.,4,Evaluate Judge the winner of a design competition.,4,Evaluate Support your argument on the benefits of exercise.,4,Evaluate Conclude the impact of social media on political discourse.,4,Evaluate Argue for or against standardized testing in schools.,4,Evaluate Justify the allocation of funds for space exploration.,4,Evaluate Compare different methods of team performance evaluation.,4,Evaluate Summarize the main arguments of an academic paper.,4,Evaluate Evaluate the ethical implications of AI in autonomous vehicles.,4,Evaluate Generate ideas for promoting sustainable agriculture.,4,Evaluate Assess the potential market for a new technological gadget.,4,Evaluate Decide on the best expansion strategy for a retail chain.,4,Evaluate Choose a movie to recommend for a family night.,4,Evaluate Rank the key attributes of a successful leader.,4,Evaluate Grade the effectiveness of a customer service hotline.,4,Evaluate Test the hypothesis through field research.,4,Evaluate Measure the ROI of a digital advertising campaign.,4,Evaluate Defend your viewpoint on the importance of arts education.,4,Evaluate Recommend techniques for enhancing public speaking skills.,4,Evaluate Convince a jury about a defendant's innocence.,4,Evaluate Select the best software development methodology for a startup.,4,Evaluate Judge the winner of a photography contest.,4,Evaluate Support your stance on the benefits of renewable energy.,4,Evaluate Conclude the impact of video games on cognitive development.,4,Evaluate Argue for or against the use of AI in decision-making.,4,Evaluate Justify the funding for a research expedition.,4,Evaluate Compare different methods of employee performance appraisal.,4,Evaluate Summarize the findings of an economic analysis.,4,Evaluate Evaluate the environmental consequences of single-use plastics.,4,Evaluate Generate solutions for reducing electronic waste.,4,Evaluate Assess the potential risks of a new financial product.,4,Evaluate Decide on the best marketing channels for a new app.,4,Evaluate Choose a book to recommend for personal growth.,4,Evaluate Rank the skills needed for effective project management.,4,Evaluate Grade the usability of a mobile application.,4,Evaluate Test the hypothesis through a controlled experiment.,4,Evaluate Measure the customer engagement on social media.,4,Evaluate Defend the importance of privacy rights in the digital age.,4,Evaluate Recommend methods for improving time management.,4,Evaluate Convince a panel on the benefits of space exploration.,4,Evaluate Select the most appropriate framework for a web development project.,4,Evaluate Judge the winner of a dance competition.,4,Evaluate Support your argument on the advantages of renewable energy.,4,Evaluate Conclude the impact of social media on adolescent behavior.,4,Evaluate Argue for or against the regulation of artificial intelligence.,4,Evaluate Justify the budget allocation for a scientific research project.,4,Evaluate Compare different methods of employee training.,4,Evaluate Summarize the main findings of a medical study.,4,Evaluate Evaluate the effects of deforestation on biodiversity.,4,Evaluate Generate ideas for promoting eco-friendly transportation.,4,Evaluate Assess the potential market for a new fashion line.,4,Evaluate Decide on the best distribution channels for a new product.,4,Evaluate Choose a documentary to recommend for raising awareness.,4,Evaluate Rank the attributes of an effective marketing campaign.,4,Evaluate Grade the customer experience of an online store.,4,Evaluate Test the hypothesis through observational research.,4,Evaluate Measure the impact of influencer marketing on brand awareness.,4,Evaluate Defend the importance of net neutrality.,4,Evaluate Recommend strategies for improving organizational culture.,4,Evaluate Convince a community to support a public art project.,4,Evaluate Select the most suitable programming language for a project.,4,Evaluate Judge the winner of a singing competition.,4,Evaluate Support your viewpoint on the benefits of meditation.,4,Evaluate Conclude the impact of smartphones on interpersonal communication.,4,Evaluate Argue for or against the use of drones in civilian spaces.,4,Evaluate Justify the funding for a humanitarian relief mission.,4,Evaluate Compare different methods of customer feedback collection.,4,Evaluate Summarize the key points of a historical analysis.,4,Evaluate Evaluate the effects of air pollution on public health.,4,Evaluate Generate solutions for promoting renewable energy adoption.,4,Evaluate Assess the potential risks of a new investment strategy.,4,Evaluate Decide on the best pricing model for a software subscription.,4,Evaluate Choose a documentary to recommend for educational purposes.,4,Evaluate Rank the qualities of a successful entrepreneur.,4,Evaluate Grade the performance of a customer service chatbot.,4,Evaluate Test the hypothesis through a longitudinal study.,4,Evaluate Measure the customer retention rate for a subscription service.,4,Evaluate Defend the importance of online privacy protection.,4,Evaluate Recommend techniques for improving negotiation skills.,4,Evaluate Convince a board of directors to approve a merger.,4,Evaluate Select the most appropriate methodology for a psychological study.,4,Evaluate Judge the winner of a poetry competition.,4,Evaluate Support your argument on the benefits of renewable energy adoption.,4,Evaluate Conclude the impact of social media on political activism.,4,Evaluate Argue for or against the use of AI in criminal justice.,4,Evaluate Justify the budget allocation for a cultural preservation project.,4,Evaluate Compare different methods of employee motivation.,4,Evaluate Summarize the main arguments of an ethics debate.,4,Evaluate Evaluate the consequences of plastic pollution in oceans.,4,Evaluate Generate ideas for promoting green building practices.,4,Evaluate How do you compare different ideas effectively?,4,Evaluate What is the process of discriminating between various concepts?,4,Evaluate Can you assess the value of competing theories in a field?,4,Evaluate How do you evaluate the quality of presentations?,4,Evaluate What steps do you take to make choices based on reasoned arguments?,4,Evaluate Why is it important to verify the value of evidence before accepting it?,4,Evaluate How can you recognize subjectivity in an argument or discussion?,4,Evaluate What role do definite criteria play in making judgments?,4,Evaluate Compare two innovative solutions to a common problem.,4,Evaluate Discriminate between two conflicting perspectives on climate change.,4,Evaluate Assess the value of classical economic theories in the modern era.,4,Evaluate How do you make a choice between different investment opportunities?,4,Evaluate Verify the value of statistical data used in a research paper.,4,Evaluate Recognize the subjectivity in a political debate about taxation.,4,Evaluate Explain how definite criteria can improve the evaluation of job applicants.,4,Evaluate Compare the strengths and weaknesses of two marketing strategies.,4,Evaluate Discriminate between traditional and contemporary art forms.,4,Evaluate Assess the value of Maslow's hierarchy of needs in psychology.,4,Evaluate How do you make a choice between two potential travel destinations?,4,Evaluate Verify the value of anecdotal evidence in a personal narrative.,4,Evaluate Recognize subjectivity in a discussion about the best movie of all time.,4,Evaluate Explain the importance of using definite criteria in performance appraisals.,4,Evaluate Compare the efficiency of two time management techniques.,4,Evaluate Discriminate between different interpretations of a historical event.,4,Evaluate Assess the value of feminist theories in gender studies.,4,Evaluate How do you make a reasoned argument for choosing a particular college major?,4,Evaluate Verify the value of expert opinions in a scientific paper.,4,Evaluate Recognize subjectivity in a debate about the benefits of vegetarianism.,4,Evaluate Compare the pros and cons of two project management methodologies.,4,Evaluate Discriminate between two conflicting viewpoints on artificial intelligence.,4,Evaluate Assess the value of democratic theories in political science.,4,Evaluate How do you make a choice between pursuing a job promotion or starting a business?,4,Evaluate Verify the value of data from a survey conducted by a biased organization.,4,Evaluate Recognize subjectivity in a conversation about the best genre of music.,4,Evaluate Explain how definite criteria can enhance the evaluation of architectural designs.,4,Evaluate Compare the environmental impact of two transportation systems.,4,Evaluate Discriminate between opposing arguments on the effects of social media.,4,Evaluate Assess the value of psychoanalytic theories in understanding behavior.,4,Evaluate How do you make a reasoned argument for choosing a particular diet plan?,4,Evaluate Verify the value of historical documents in reconstructing the past.,4,Evaluate Recognize subjectivity in a discussion about the most beautiful artwork.,4,Evaluate Compare the usability of two different software interfaces.,4,Evaluate Discriminate between varying viewpoints on the role of government in healthcare.,4,Evaluate Assess the value of supply and demand theories in economics.,4,Evaluate How do you make a choice between buying a new car or investing in stocks?,4,Evaluate Verify the value of testimonials in a product advertisement.,4,Evaluate Recognize subjectivity in a debate about the best form of exercise.,4,Evaluate Compare the nutritional value of two different meal options.,4,Evaluate Discriminate between differing opinions on the impact of social media on relationships.,4,Evaluate Assess the value of cognitive theories in educational psychology.,4,Evaluate How do you make a reasoned argument for selecting a particular travel destination?,4,Evaluate Verify the value of data collected from a limited sample size.,4,Evaluate Recognize subjectivity in a conversation about the most influential historical figure.,4,Evaluate Compare the effectiveness of two leadership styles in an organizational context.,4,Evaluate Discriminate between different interpretations of a literary work.,4,Evaluate Assess the value of utilitarian theories in ethical decision-making.,4,Evaluate How do you make a choice between attending a social event or studying for an exam?,4,Evaluate Verify the value of customer reviews in evaluating a product.,4,Evaluate Recognize subjectivity in a debate about the best form of entertainment.,4,Evaluate Compare the sustainability of two renewable energy sources.,4,Evaluate Discriminate between opposing arguments on the impact of minimum wage laws.,4,Evaluate Assess the value of behaviorist theories in understanding learning.,4,Evaluate How do you make a reasoned argument for choosing a particular career path?,4,Evaluate Verify the value of scientific studies funded by a biased organization.,4,Evaluate Recognize subjectivity in a discussion about the most effective teaching method.,4,Evaluate Compare the safety features of two different car models.,4,Evaluate Discriminate between varying perspectives on the effects of globalization.,4,Evaluate Assess the value of existentialist theories in philosophy.,4,Evaluate How do you make a choice between supporting local businesses or larger corporations?,4,Evaluate Verify the value of online sources in academic research.,4,Evaluate Recognize subjectivity in a conversation about the best type of vacation.,4,Evaluate Compare the nutritional content of two different food products.,4,Evaluate Discriminate between differing opinions on the impact of social media on mental health.,4,Evaluate Assess the value of attachment theories in developmental psychology.,4,Evaluate How do you make a reasoned argument for selecting a particular smartphone brand?,4,Evaluate Verify the value of historical accounts written by biased authors.,4,Evaluate Recognize subjectivity in a debate about the best method of artistic expression.,4,Evaluate Compare the performance of two different programming languages.,4,Evaluate Discriminate between opposing arguments on the benefits of universal healthcare.,4,Evaluate Assess the value of structural functionalist theories in sociology.,4,Evaluate How do you make a choice between pursuing a career you love or one that pays well?,4,Evaluate Verify the value of user ratings in evaluating mobile apps.,4,Evaluate Recognize subjectivity in a discussion about the most influential technological innovation.,4,Evaluate Compare the energy efficiency of two home appliances.,4,Evaluate Discriminate between varying viewpoints on the impact of automation on employment.,4,Evaluate Assess the value of humanistic theories in counseling psychology.,4,Evaluate How do you make a reasoned argument for choosing a particular exercise routine?,4,Evaluate Verify the value of online product reviews written by anonymous users.,4,Evaluate Recognize subjectivity in a debate about the best form of artistic expression.,4,Evaluate Compare the user interface of two different social media platforms.,4,Evaluate Discriminate between differing opinions on the impact of immigration on the economy.,4,Evaluate Assess the value of cognitive dissonance theories in social psychology.,4,Evaluate How do you make a choice between pursuing further education or entering the job market?,4,Evaluate Verify the value of news articles from politically biased sources.,4,Evaluate Recognize subjectivity in a conversation about the most significant scientific discovery.,4,Evaluate Compare the features of two different smartphone models.,4,Evaluate Discriminate between opposing arguments on the effects of raising the minimum wage.,4,Evaluate Assess the value of structuralist theories in linguistics.,4,Evaluate How do you make a reasoned argument for selecting a particular investment opportunity?,4,Evaluate Verify the value of personal testimonials in advertising campaigns.,4,Evaluate How do you design a user-friendly website?,5,Create What steps are involved in formulating a research question?,5,Create How do you build a functional prototype for a new product?,5,Create What does it take to invent a novel technological solution?,5,Create Can you create a captivating marketing campaign?,5,Create How do you compose a compelling piece of music?,5,Create What strategies can you use to generate innovative ideas?,5,Create How do you derive mathematical equations from first principles?,5,Create What aspects would you modify to improve a software interface?,5,Create How can you develop a comprehensive business plan?,5,Create What does it mean to integrate multiple software systems?,5,Create How would you design a sustainable urban transportation system?,5,Create What questions do you need to formulate before conducting an experiment?,5,Create How do you build a structurally sound bridge?,5,Create Can you invent a new method for purifying water?,5,Create How do you create an effective social media marketing strategy?,5,Create What steps are involved in composing a symphony?,5,Create How can you generate ideas for a new advertising campaign?,5,Create How do you derive the equation for calculating the area of a circle?,5,Create What elements would you modify in a website to enhance user experience?,5,Create How would you develop a mobile app for task management?,5,Create Can you integrate various communication tools into a single platform?,5,Create How do you design an energy-efficient home?,5,Create What research questions would you formulate for a psychology study?,5,Create How do you build a customized computer for gaming?,5,Create Can you invent a more efficient way to capture solar energy?,5,Create How do you create an engaging visual design for a magazine?,5,Create What steps are involved in composing a compelling short story?,5,Create How can you generate new ideas for product packaging?,5,Create How do you derive the formula for calculating the velocity of an object?,5,Create What modifications would you make to a smartphone to improve its battery life?,5,Create How would you develop an e-commerce platform with integrated payment gateways?,5,Create Can you integrate various data sources into a business intelligence dashboard?,5,Create How do you design an eco-friendly packaging solution for a food product?,5,Create What hypotheses would you formulate for a biology experiment?,5,Create How do you build a functional electric car?,5,Create Can you invent a device for monitoring air quality in real-time?,5,Create How do you create a visually appealing website layout?,5,Create What steps are involved in composing a thought-provoking essay?,5,Create How can you generate creative ideas for a team-building workshop?,5,Create How do you derive the equation for calculating the volume of a cone?,5,Create What changes would you make to a mobile app's user interface to enhance navigation?,5,Create How would you develop a new software application for project management?,5,Create Can you integrate different payment methods into an online retail platform?,5,Create How do you design an ergonomic office chair?,5,Create What research questions would you formulate for a sociology study on urbanization?,5,Create How do you build a structurally sound suspension bridge?,5,Create Can you invent a new method for filtering microplastics from water sources?,5,Create How do you create an effective social media content calendar?,5,Create What steps are involved in composing a catchy jingle for a commercial?,5,Create How can you generate original ideas for a creative arts project?,5,Create How do you derive the equation for calculating the area of a triangle?,5,Create What modifications would you make to a fitness app to enhance user engagement?,5,Create How would you develop a new video game with immersive graphics?,5,Create Can you integrate social media sharing functionality into a blogging platform?,5,Create How do you design a sustainable packaging solution for electronics?,5,Create What hypotheses would you formulate for an astronomy experiment?,5,Create How do you build a functional 3D printer?,5,Create Can you invent a new method for efficient waste disposal?,5,Create How do you create an eye-catching logo for a startup company?,5,Create What steps are involved in composing a persuasive speech?,5,Create How can you generate fresh concepts for an advertising campaign targeting millennials?,5,Create How do you derive the equation for calculating the force of gravity?,5,Create What adjustments would you make to a navigation app for better route optimization?,5,Create How would you develop a new medical device for patient monitoring?,5,Create Can you integrate augmented reality features into a travel booking platform?,5,Create How do you design an energy-efficient heating and cooling system for a building?,5,Create What research questions would you formulate for a history study on cultural exchange?,5,Create How do you build a structurally stable skyscraper?,5,Create Can you invent a new technique for efficient water desalination?,5,Create How do you create an engaging user interface for a language learning app?,5,Create What steps are involved in composing a captivating blog post?,5,Create How can you generate original concepts for a product packaging redesign?,5,Create How do you derive the equation for calculating the acceleration of an object?,5,Create What modifications would you make to a social networking app to enhance user privacy?,5,Create How would you develop a new mobile health app for remote patient monitoring?,5,Create Can you integrate speech recognition technology into a virtual assistant application?,5,Create How do you design an environmentally friendly transportation system for a city?,5,Create What hypotheses would you formulate for an environmental science experiment?,5,Create How do you build a functional underwater exploration vehicle?,5,Create Can you invent a new method for efficient waste recycling?,5,Create How do you create an aesthetically pleasing website layout for an art gallery?,5,Create What steps are involved in composing a moving piece of poetry?,5,Create How can you generate innovative ideas for an environmental awareness campaign?,5,Create How do you derive the equation for calculating the pressure of a gas?,5,Create What adjustments would you make to a navigation app to improve real-time traffic updates?,5,Create How would you develop a new software tool for data analysis in scientific research?,5,Create Can you integrate machine learning algorithms into a customer support platform?,5,Create How do you design an accessible public transportation system for people with disabilities?,5,Create What research questions would you formulate for an economics study on income inequality?,5,Create How do you build a structurally resilient suspension bridge?,5,Create Can you invent a new method for sustainable agriculture in arid regions?,5,Create How do you create an attention-grabbing visual design for a fashion magazine?,5,Create What steps are involved in composing an impactful TED Talk?,5,Create How can you generate creative ideas for an educational children's book?,5,Create How do you derive the equation for calculating the kinetic energy of a moving object?,5,Create What modifications would you make to a fitness tracking app to improve accuracy?,5,Create How would you develop a new software platform for online education?,5,Create Can you integrate virtual reality experiences into a tourism and travel website?,5,Create How do you design an eco-friendly packaging solution for consumer electronics?,5,Create What hypotheses would you formulate for a psychology experiment on memory recall?,5,Create How do you build a functional robotic assistant for the elderly?,5,Create Can you invent a new method for harnessing clean energy from ocean waves?,5,Create How do you create an immersive user interface for a virtual reality game?,5,Create What steps are involved in composing an emotionally evocative film score?,5,Create How can you generate fresh concepts for an eco-conscious fashion collection?,5,Create How do you derive the equation for calculating the wavelength of a wave?,5,Create What adjustments would you make to a language learning app to personalize lessons?,5,Create How would you develop a new mobile app for language translation?,5,Create Can you integrate blockchain technology into a supply chain management platform?,5,Create How do you design a sustainable urban landscape that promotes biodiversity?,5,Create What research questions would you formulate for a sociology study on social media influence?,5,Create How do you build a structurally sound arch bridge?,5,Create Can you invent a new method for efficient waste reduction in manufacturing?,5,Create How do you create an engaging website design for an online art gallery?,5,Create What steps are involved in composing an impactful piece of investigative journalism?,5,Create How can you generate innovative ideas for a technology startup pitch?,5,Create How do you derive the equation for calculating the frequency of a sound wave?,5,Create What modifications would you make to a weather app to enhance accuracy?,5,Create How would you develop a new software tool for project management and collaboration?,5,Create Can you integrate artificial intelligence into a customer relationship management system?,5,Create How do you design an energy-efficient lighting system for a commercial building?,5,Create What hypotheses would you formulate for a biology experiment on plant growth?,5,Create How do you build a functional drone for agricultural surveillance?,5,Create Can you invent a new method for sustainable water purification in remote areas?,5,Create How do you create an appealing visual design for a digital magazine cover?,5,Create What steps are involved in composing an emotionally moving piece of classical music?,5,Create How can you generate original concepts for an eco-friendly product line?,5,Create How do you derive the equation for calculating the resistance of an electrical circuit?,5,Create What adjustments would you make to a navigation app to provide alternative routes?,5,Create How would you develop a new software application for remote team collaboration?,5,Create Can you integrate biometric authentication into a mobile banking app?,5,Create How do you design a sustainable urban park that encourages community interaction?,5,Create What research questions would you formulate for an anthropology study on cultural practices?,5,Create How do you build a structurally secure cable-stayed bridge?,5,Create Can you invent a new method for harnessing renewable energy from wind currents?,5,Create How do you create an aesthetically pleasing layout for an interior design website?,5,Create What steps are involved in composing an original piece of electronic music?,5,Create How can you generate creative ideas for a charity fundraising event?,5,Create How do you derive the equation for calculating the electric field between charged particles?,5,Create What modifications would you make to a meditation app to enhance user engagement?,5,Create How would you develop a new software tool for data visualization and analysis?,5,Create Can you integrate predictive analytics into an inventory management system?,5,Create How do you design an eco-friendly transportation hub for a metropolitan area?,5,Create What hypotheses would you formulate for an ecology experiment on ecosystem dynamics?,5,Create How do you build a functional robotic arm for industrial automation?,5,Create Can you invent a new method for efficient waste management in urban areas?,5,Create How do you create an eye-catching visual design for a magazine cover?,5,Create What steps are involved in composing an emotionally impactful piece of contemporary art?,5,Create How can you generate original concepts for an innovative technology startup?,5,Create How do you derive the equation for calculating the efficiency of a mechanical system?,5,Create What adjustments would you make to a food delivery app to improve order accuracy?,5,Create How would you develop a new software platform for online collaboration in education?,5,Create Can you integrate natural language processing into a customer support chatbot?,5,Create How do you design an environmentally conscious community center for a neighborhood?,5,Create What research questions would you formulate for a political science study on voter behavior?,5,Create How do you build a structurally stable truss bridge?,5,Create Can you invent a new method for harnessing solar energy in urban environments?,5,Create How do you create an engaging user interface for a fitness tracking app?,5,Create What steps are involved in composing a thought-provoking piece of spoken word poetry?,5,Create How can you generate creative ideas for a community outreach initiative?,5,Create How do you derive the equation for calculating the potential energy of an object?,5,Create What modifications would you make to a language learning app to support multiple languages?,5,Create How would you develop a new software application for remote medical consultations?,5,Create Can you integrate telemedicine capabilities into a healthcare management system?,5,Create How do you design an inclusive public space for people of all abilities?,5,Create What hypotheses would you formulate for an environmental science experiment on pollution?,5,Create How do you build a functional autonomous drone for aerial photography?,5,Create Can you invent a new method for converting organic waste into biofuel?,5,Create How do you create a visually appealing website layout for a travel blog?,5,Create What steps are involved in composing an evocative piece of abstract art?,5,Create How can you generate original concepts for an eco-friendly fashion line?,5,Create How do you derive the equation for calculating the gravitational potential energy of an object?,5,Create What adjustments would you make to a finance app to enhance security?,5,Create How would you develop a new software tool for project scheduling and resource allocation?,5,Create Can you integrate data analytics into an energy management system?,5,Create How do you design a sustainable urban garden that promotes community engagement?,5,Create What research questions would you formulate for an education study on student motivation?,5,Create How do you build a structurally resilient cantilever bridge?,5,Create Can you invent a new method for harnessing geothermal energy for heating and cooling?,5,Create How do you create a captivating visual design for a gaming website?,5,Create What steps are involved in composing a powerful piece of spoken word performance?,5,Create How can you generate innovative ideas for a tech startup's branding strategy?,5,Create How do you derive the equation for calculating the electric current in a circuit?,5,Create What modifications would you make to a navigation app to provide real-time traffic updates?,5,Create How would you develop a new software application for language translation and cultural understanding?,5,Create Can you integrate machine learning algorithms into a healthcare diagnosis platform?,5,Create How do you design an environmentally conscious public building for a community center?,5,Create What hypotheses would you formulate for a psychology experiment on memory retention?,5,Create How do you build a functional humanoid robot for assistance in healthcare settings?,5,Create Can you invent a new method for utilizing kinetic energy from moving vehicles?,5,Create How do you create an engaging website design for an online bookstore?,5,Create What steps are involved in composing an emotionally evocative film script?,5,Create How can you generate fresh concepts for an eco-friendly home decor line?,5,Create How do you derive the equation for calculating the torque applied to an object?,5,Create What adjustments would you make to a weather app to enhance user experience?,5,Create How would you develop a new software platform for remote team communication?,5,Create Can you integrate artificial intelligence into a customer support chat system?,5,Create How do you design an energy-efficient transportation system for a metropolitan area?,5,Create What research questions would you formulate for a sociology study on social media interaction?,5,Create How can you use old marketing strategies to create new ones for a changing market?,5,Create What parts can you combine to make a new and innovative product?,5,Create How do you generalize from given data to uncover trends?,5,Create Can you relate knowledge from psychology and economics to understand consumer behavior?,5,Create How can you predict the outcome of a social trend based on historical patterns?,5,Create What conclusions can you draw by combining data from different scientific studies?,5,Create How might old architectural styles be combined to create a novel building design?,5,Create Can you generalize from historical stock market data to predict future trends?,5,Create How can you relate knowledge from biology and chemistry to understand a complex reaction?,5,Create What conclusions can you draw by combining information from various historical documents?,5,Create How could old storytelling techniques be combined to create a unique narrative structure?,5,Create Can you generalize from demographic data to predict future population growth?,5,Create How can you use knowledge from psychology and design to create user-friendly interfaces?,5,Create What conclusions can you draw by combining research findings from different medical studies?,5,Create How might old cooking methods be combined to create innovative fusion cuisine?,5,Create Can you generalize from economic indicators to predict the state of a country's economy?,5,Create How can you relate knowledge from history and literature to understand a cultural phenomenon?,5,Create What conclusions can you draw by combining insights from different philosophical theories?,5,Create How could old fashion trends be combined to create a fresh and modern style?,5,Create Can you generalize from weather patterns to predict future climate changes?,5,Create How can you use knowledge from physics and engineering to design a new transportation system?,5,Create What conclusions can you draw by combining data from various environmental studies?,5,Create How might old musical genres be combined to create a unique and captivating sound?,5,Create Can you generalize from consumer preferences to predict upcoming market demands?,5,Create How can you relate knowledge from sociology and anthropology to understand societal norms?,5,Create What conclusions can you draw by combining historical records from different cultures?,5,Create How could old educational methods be combined to create an effective learning approach?,5,Create Can you generalize from demographic trends to predict the future job market?,5,Create How can you use knowledge from neuroscience and technology to develop new gadgets?,5,Create What conclusions can you draw by combining insights from different ethical philosophies?,5,Create How might old architectural materials be combined to create sustainable structures?,5,Create Can you generalize from historical geopolitical events to predict global trends?,5,Create How can you relate knowledge from art history and psychology to understand artistic expression?,5,Create What conclusions can you draw by combining perspectives from different religious texts?,5,Create How could old storytelling techniques be combined to create a novel writing style?,5,Create Can you generalize from past educational outcomes to predict future learning trends?,5,Create How can you use knowledge from biology and engineering to create innovative medical devices?,5,Create What conclusions can you draw by combining interpretations from different literary critics?,5,Create How might old business models be combined to create a new and efficient approach?,5,Create Can you generalize from past technological advancements to predict future innovations?,5,Create How can you relate knowledge from anthropology and sociology to understand cultural dynamics?,5,Create What conclusions can you draw by combining findings from different archaeological digs?,5,Create How could old artistic mediums be combined to create contemporary mixed media art?,5,Create Can you generalize from historical economic cycles to predict future market behavior?,5,Create How can you use knowledge from chemistry and materials science to invent new materials?,5,Create What conclusions can you draw by combining insights from different political ideologies?,5,Create How might old gardening techniques be combined to create a sustainable urban garden?,5,Create Can you generalize from historical political shifts to predict future geopolitical trends?,5,Create How can you relate knowledge from economics and psychology to understand consumer choices?,5,Create What conclusions can you draw by combining analyses from different historical epochs?,5,Create How could old communication methods be combined to create effective modern messaging?,5,Create Can you generalize from historical architectural styles to predict future urban designs?,5,Create How can you use knowledge from computer science and biology to develop innovative tools?,5,Create What conclusions can you draw by combining viewpoints from different social theories?,5,Create How might old culinary traditions be combined to create a contemporary fusion dish?,5,Create Can you generalize from historical climate data to predict future climate patterns?,5,Create How can you relate knowledge from literature and psychology to understand character motivation?,5,Create What conclusions can you draw by combining interpretations from different art historians?,5,Create How could old transportation methods be combined to create a sustainable urban mobility solution?,5,Create Can you generalize from historical technological shifts to predict future advancements?,5,Create How can you use knowledge from neuroscience and education to create effective learning techniques?,5,Create What conclusions can you draw by combining perspectives from different cultural anthropologists?,5,Create How might old architectural elements be combined to create a modern building design?,5,Create Can you generalize from historical fashion cycles to predict future style trends?,5,Create How can you relate knowledge from history and political science to understand governance?,5,Create What conclusions can you draw by combining insights from different economic theories?,5,Create How could old artistic movements be combined to create a contemporary art movement?,5,Create Can you generalize from historical urban planning to predict future city layouts?,5,Create How can you use knowledge from sociology and technology to design innovative social platforms?,5,Create What conclusions can you draw by combining analyses from different sociological perspectives?,5,Create How might old musical instruments be combined to create a new and unique sound?,5,Create Can you generalize from historical demographic shifts to predict future population dynamics?,5,Create How can you relate knowledge from anthropology and psychology to understand cultural behavior?,5,Create What conclusions can you draw by combining viewpoints from different political philosophers?,5,Create How could old architectural principles be combined to create sustainable urban spaces?,5,Create Can you generalize from historical artistic movements to predict future art trends?,5,Create How can you use knowledge from economics and environmental science to develop sustainable solutions?,5,Create What conclusions can you draw by combining insights from different historical narratives?,5,Create How might old culinary techniques be combined to create an innovative gastronomic experience?,5,Create Can you generalize from historical communication methods to predict future trends in interaction?,5,Create How can you relate knowledge from psychology and neuroscience to understand human cognition?,5,Create What conclusions can you draw by combining interpretations from different literary scholars?,5,Create How could old design aesthetics be combined to create a fresh visual identity?,5,Create Can you generalize from historical educational systems to predict future learning methodologies?,5,Create How can you use knowledge from chemistry and engineering to develop novel materials?,5,Create What conclusions can you draw by combining viewpoints from different ethical frameworks?,5,Create How might old marketing strategies be combined to create a modern integrated approach?,5,Create Can you generalize from historical urban planning to predict future trends in city development?,5,Create How can you relate knowledge from anthropology and sociology to understand societal shifts?,5,Create What conclusions can you draw by combining analyses from different historical contexts?,5,Create How could old artistic techniques be combined to create innovative contemporary art?,5,Create Can you generalize from historical technological innovations to predict future breakthroughs?,5,Create How can you use knowledge from neuroscience and design to create user-centered products?,5,Create What conclusions can you draw by combining perspectives from different philosophical schools?,5,Create How might old storytelling methods be combined to create a novel narrative structure?,5,Create Can you generalize from historical economic cycles to predict future financial trends?,5,Create How can you relate knowledge from history and psychology to understand cultural influences?,5,Create What conclusions can you draw by combining interpretations from different religious perspectives?,5,Create How could old architectural styles be combined to create sustainable modern buildings?,5,Create Can you generalize from historical fashion trends to predict future style evolutions?,5,Create Propose strategies for optimizing the performance of web servers handling millions of concurrent requests and evaluate their impact on user experience.,2,Apply "Evaluate the effectiveness of different intrusion detection systems (IDS) in identifying and mitigating network attacks (e.g., DDoS, SQL injection, malware).",3,Analyze Debate the ethical implications of using facial recognition technology for surveillance and law enforcement.,4,Evaluate Solve a complex control problem using model predictive control techniques and evaluate the performance in dynamic environments.,2,Apply "Distinguish between network address translation (NAT) and port address translation (PAT), discussing their respective roles in conserving IP addresses and enhancing network security.",3,Analyze Propose a new strategy for integrating green infrastructure elements such as rain gardens and bioswales into urban drainage systems to manage stormwater runoff and reduce flood risk.,5,Create Evaluate the effectiveness of using machine learning algorithms for predicting traffic patterns and optimizing transportation infrastructure.,2,Apply Propose and evaluate innovative strategies for mitigating algorithmic bias in recommender systems.,2,Apply "Compare the various programming paradigms (e.g., procedural, object-oriented, functional) in terms of their approach to problem-solving and code organization.",1,Understand "Explain the concept of cross-validation in machine learning, discussing its role in evaluating model performance and tuning hyperparameters.",1,Understand Formulate an algorithm for optimizing spectrum allocation in cognitive radio networks to improve spectrum efficiency and mitigate interference.,5,Create Evaluate the ethical implications of using facial recognition technology for law enforcement and surveillance purposes.,2,Apply "Discuss the principles of material selection in engineering design, explaining factors such as cost, availability, and environmental impact.",1,Understand Devise a system for automatically detecting and mitigating algorithmic bias in machine learning models used for automated decision-making in hiring processes.,5,Create Describe the significance of ARP (Address Resolution Protocol) poisoning in network attacks?,0,Remember You are tasked with designing a stormwater management system for a new residential development. Describe how you would apply hydrological modeling techniques and green infrastructure solutions to mitigate runoff and prevent flooding in the community.,2,Apply "Compare the different cloud service models (IaaS, PaaS, SaaS) and deployment models (public cloud, private cloud, hybrid cloud), discussing their benefits and limitations.",1,Understand "As an optical network engineer, you are deploying a passive optical network (PON) for delivering broadband services to residential customers. Explain how you would apply wavelength division multiplexing (WDM-PON) and time division multiplexing (TDM-PON) techniques to optimize bandwidth sharing and network scalability.",2,Apply "Explain the concept of structural analysis, discussing methods such as the force method and the displacement method.",1,Understand Solve a complex optimization problem related to resource allocation in cloud computing and evaluate the performance of different allocation strategies.,2,Apply Design a novel prefabricated modular construction system for rapid deployment of affordable housing in disaster-prone regions.,5,Create Devise a new technique for unsupervised domain adaptation in machine learning models to improve model generalization across different target domains.,5,Create Critique the reliability of handover mechanisms in cellular networks for maintaining seamless connectivity during mobility.,4,Evaluate Propose a solution for integrating artificial intelligence and machine learning algorithms into healthcare systems for predictive diagnosis and personalized treatment.,5,Create State the output of a given code snippet utilizing function pointers in C?,0,Remember Propose a solution for integrating millimeter-wave communication technology into 5G networks to enable high-speed and low-latency wireless connectivity.,5,Create Identify the differences between synchronous and asynchronous communication protocols?,0,Remember Critically analyze the challenges and opportunities of implementing Industry 4.0 technologies in manufacturing processes.,2,Apply Debate the ethical considerations of using autonomous robots for disaster response and recovery operations.,4,Evaluate Recognize the syntax for defining a steel connection detail?,0,Remember Critically evaluate the advantages and disadvantages of using microservices architecture over monolithic architecture for large-scale web applications.,2,Apply "Create a resilient infrastructure resilience plan for a coastal city facing increasing risks from climate change, including sea level rise, storm surges, and extreme weather events.",5,Create "Evaluate the impact of different noise sources (e.g., thermal noise, shot noise, quantization noise) on the performance of communication systems.",3,Analyze Propose a novel approach for integrating blockchain technology into supply chain management systems to enhance transparency and traceability.,5,Create "Suppose you're assessing the stability of an earth dam against seepage and slope instability. Describe how you would conduct seepage analysis, slope stability analysis, and risk assessment to mitigate potential failure modes.",1,Understand Debate the ethical implications of data mining techniques in online advertising for user privacy and autonomy.,4,Evaluate "Evaluate the efficiency of different braking systems (e.g., disc brakes, drum brakes, regenerative brakes) in terms of stopping distance and thermal dissipation.",3,Analyze Tabulate the differences between a Smith chart and a polar plot in RF engineering?,0,Remember Assess the efficiency of waste heat recovery systems in improving the overall efficiency of industrial processes.,4,Evaluate Design a next-generation prosthetic limb with advanced sensors and actuators for enhanced mobility and natural movement.,5,Create "Contrast the benefits and limitations of using a centralized versus distributed version control system (e.g., Git, SVN) for collaborative software development projects.",3,Analyze Recall the characteristics of a fluid coupling in power transmission?,0,Remember "Compare the different types of wireless authentication methods (e.g., WPA2, WPA3, 802.1X) in terms of their security features.",1,Understand Tabulate the differences between a heap and a stack in memory allocation?,0,Remember Compare and contrast the advantages and disadvantages of using a monolithic architecture versus a microservices architecture for web application development.,3,Analyze Retell the steps to implement a finite impulse response (FIR) filter using windowing techniques?,0,Remember "You are designing a green building certification system for promoting sustainable building practices and reducing environmental impacts in the construction industry. Create a certification framework that evaluates building performance across various sustainability criteria such as energy efficiency, water conservation, materials selection, indoor air quality, and site development, incorporating life cycle assessment, green building standards, and stakeholder engagement for holistic building sustainability assessment and certification.",5,Create "Create a new design concept for a sustainable urban transportation system that integrates public transit, cycling infrastructure, and pedestrian-friendly urban spaces.",5,Create "Discuss the principles of thermodynamics, explaining laws such as the first law of thermodynamics and the second law of thermodynamics.",1,Understand "A data analytics company is considering the use of federated learning techniques for collaborative model training across distributed data sources. Evaluate the privacy implications of federated learning compared to centralized model training approaches, including data privacy, model security, and regulatory compliance. Recommend privacy-preserving techniques and governance frameworks to ensure data protection in federated learning environments.",4,Evaluate Develop a new algorithm for optimizing spectrum allocation in cognitive radio networks to maximize spectrum utilization while minimizing interference.,5,Create Formulate a strategy for implementing resilient building codes and standards in earthquake-prone regions to enhance structural safety and minimize damage.,5,Create "Compare the efficiency of different fluid power systems (e.g., hydraulic systems, pneumatic systems, electro-hydraulic systems) in transmitting and controlling mechanical power.",3,Analyze "A financial analytics firm is assessing the risk management capabilities of credit scoring models for loan approval decisions. Critically analyze the credit risk factors and scoring methodologies used in credit scoring algorithms, including credit history, income stability, and debt-to-income ratio. Recommend model validation techniques and stress testing scenarios to assess credit portfolio risk and ensure regulatory compliance in lending operations.",4,Evaluate Plan a distributed computing framework for processing large-scale scientific datasets across multiple heterogeneous computing nodes.,5,Create "Evaluate the scalability of different data preprocessing techniques (e.g., normalization, feature scaling, dimensionality reduction) in preparing data for machine learning models.",3,Analyze "You are tasked with designing a user-friendly mobile application for remote healthcare monitoring. Create wireframes and prototypes for the mobile app, incorporating features such as real-time health data monitoring, medication reminders, virtual consultations with healthcare providers, and emergency alert systems for timely intervention.",5,Create "Imagine you're configuring a digital subscriber line (DSL) network for broadband internet service. Explain how you would perform line qualification, provision DSLAMs, and optimize DSL profiles to maximize data rates and minimize latency.",1,Understand Propose a novel method for incorporating recycled materials into concrete mixtures to improve the sustainability of construction projects.,5,Create Retell the steps to perform a slump test for concrete workability?,0,Remember Critically analyze the challenges and opportunities of implementing Internet of Things (IoT) technologies in smart home environments.,2,Apply "Discuss the principles of biometric authentication systems, explaining their reliability and privacy concerns.",1,Understand Debate the ethical considerations of using humanoid robots in customer service and hospitality industries.,4,Evaluate Propose a novel method for improving the efficiency and reliability of communication over underwater acoustic channels for oceanographic research.,5,Create "Your company is implementing a bring-your-own-device (BYOD) policy for employees, allowing them to use personal devices for work purposes. Analyze the security risks associated with BYOD and compare the features of mobile device management (MDM) solutions such as MobileIron versus VMware Workspace ONE for enforcing security policies on employee devices.",3,Analyze "Explain the concept of multithreading and its advantages in concurrent programming, illustrating with a practical example.",1,Understand phase-locked loops (PLL)?,0,Remember "Discuss the principles of digital-to-analog conversion (DAC) and analog-to-digital conversion (ADC), explaining their implementations and performance parameters.",1,Understand "Interpret the concept of concrete mix design and its components, discussing factors such as strength, workability, and durability.",1,Understand "Interpret the concept of probabilistic graphical models, discussing their use for representing and reasoning under uncertainty.",1,Understand State the output of a given eye diagram analysis in high-speed digital communication?,0,Remember "Contrast the principles of generative and discriminative models in machine learning, discussing their applications in data generation and classification tasks.",3,Analyze Debate the ethical considerations of using autonomous robots in elder care and healthcare assistance.,4,Evaluate "Interpret the concept of digital signatures in cryptography, discussing their role in ensuring data integrity and authenticity.",1,Understand Recognize the purpose of a DNSSEC (Domain Name System Security Extensions) in network security?,0,Remember "Interpret the concept of thermodynamic cycles in power plants, discussing cycles such as Rankine cycle and Brayton cycle.",1,Understand Evaluate the effectiveness of using machine learning algorithms for spectrum sensing in cognitive radio networks.,2,Apply Analyze the ethical dilemmas associated with the development and deployment of autonomous vehicles in transportation systems.,2,Apply "Explain the concept of fatigue failure in mechanical components, discussing factors such as stress concentration, cyclic loading, and material properties.",1,Understand Imagine you're managing a data center for a web hosting company. Describe the network segmentation and access control measures you would implement to isolate customer environments and prevent unauthorized access.,1,Understand "Discuss the principles of adversarial machine learning, explaining techniques for generating adversarial examples and defending against them.",1,Understand Propose a framework for implementing reinforcement learning algorithms in robotics for autonomous navigation and manipulation tasks in unstructured environments.,5,Create Evaluate the reliability and fault tolerance of different RAID (Redundant Array of Independent Disks) configurations for data storage in enterprise environments.,3,Analyze "You are designing a data governance framework for a healthcare organization to ensure compliance with regulatory requirements and protect patient data privacy. Create a data governance framework that encompasses data classification, access controls, data retention policies, and data quality management processes to ensure the integrity, confidentiality, and availability of healthcare data.",5,Create Devise a method for enhancing the reliability of communication links in deep-space missions through advanced error correction coding and modulation schemes.,5,Create "Discuss the principles of time synchronization in communication networks, explaining techniques for clock distribution and accuracy.",1,Understand "Consider you're optimizing the performance of a relational database management system (RDBMS) for a high-traffic website. Explain how you would use indexing, query optimization, and caching techniques to improve database responsiveness.",1,Understand "Explain the concept of hydrostatic pressure and its calculation in fluid systems, discussing its role in hydraulic engineering.",1,Understand "Explain the concept of multipath propagation in wireless communication, discussing its impact on signal reception and diversity techniques.",1,Understand Compare the different types of construction methods in terms of their efficiency and quality control.,1,Understand Propose and evaluate innovative solutions for improving the efficiency of spectrum utilization in wireless networks.,2,Apply Design a framework for implementing federated learning techniques in healthcare systems to enable collaborative model training without sharing sensitive data.,5,Create "Design a resilient infrastructure plan for coastal cities facing the increasing threat of sea level rise, storm surges, and extreme weather events.",5,Create "Evaluate the impact of different manufacturing tolerances (e.g., dimensional tolerance, geometric tolerance, surface roughness) on part quality and assembly fit.",3,Analyze "A transportation logistics company is evaluating the efficiency of route optimization algorithms for fleet management and delivery scheduling. Evaluate the optimization criteria and constraints used in vehicle routing algorithms, including travel distance, vehicle capacity, and time windows. Recommend heuristic optimization techniques and metaheuristic algorithms to minimize transportation costs and improve delivery efficiency.",4,Evaluate Propose and justify strategies for optimizing the efficiency of traffic signal timing in urban intersections.,2,Apply Design a new framework for ensuring data sovereignty and compliance with regulatory requirements in cross-border data transfer scenarios.,5,Create Compare the various types of water distribution systems in terms of their efficiency and reliability.,1,Understand Suppose you are deploying a cloud-based file storage solution for a multinational corporation. Describe how you would apply access control policies and identity management systems to enforce data privacy and regulatory compliance.,2,Apply Solve a complex optimization problem related to data compression techniques and evaluate the trade-offs between compression ratio and computational complexity.,2,Apply "Compare the various types of malware (e.g., viruses, worms, Trojans) in terms of their propagation methods and malicious payloads.",1,Understand Judge the effectiveness of interference mitigation techniques in improving the quality of service (QoS) in wireless communication networks.,4,Evaluate A manufacturing company is deploying predictive maintenance algorithms for monitoring equipment health and reducing downtime. Analyze the challenges and solutions for integrating sensor data from IoT devices with machine learning models for predictive maintenance in industrial settings.,3,Analyze "Assess the reliability of a distributed consensus algorithm (e.g., Paxos, Raft) for achieving fault tolerance in distributed systems.",4,Evaluate You are developing a sustainable packaging solution for a consumer product company. Discuss how you would apply life cycle assessment (LCA) methodology and environmental impact analysis to evaluate the eco-friendliness of different packaging materials and manufacturing processes.,2,Apply Compare the various types of road pavements in terms of their structural behavior and performance under traffic loads.,1,Understand "As a data scientist, you are analyzing customer churn for a subscription-based service. Explain how you would apply predictive modeling techniques such as logistic regression or random forests to forecast and mitigate customer attrition.",2,Apply Devise a system for automatically detecting and mitigating insider threats in organizational networks using behavior analysis and anomaly detection techniques.,5,Create Judge the effectiveness of advanced propulsion systems in improving fuel efficiency and reducing emissions in marine vessels.,4,Evaluate Evaluate the effectiveness of using biometric authentication systems for access control in secure facilities and analyze potential vulnerabilities.,2,Apply Recognize the syntax for defining a macro in C language?,0,Remember Devise a system for automatically generating synthetic training data for computer vision tasks such as object detection and image segmentation.,5,Create Judge the scalability of a cloud computing infrastructure for handling variable workloads and peak demand scenarios.,4,Evaluate "Compare the features and performance of different software version control systems (e.g., Git, SVN, Mercurial) in managing code repositories and facilitating collaboration.",3,Analyze Formulate an algorithm for optimizing routing decisions in software-defined networking (SDN) based on real-time network conditions and traffic patterns.,5,Create Recall the syntax for setting up port forwarding on a router?,0,Remember "Compare the interpretability of different machine learning models (e.g., decision trees, support vector machines, neural networks) in explaining model predictions to stakeholders.",3,Analyze "Recall the function of the ""super"" keyword in Java inheritance?",0,Remember "Compare the computational complexity of different sorting algorithms (e.g., quicksort, mergesort, heapsort) in terms of time and space requirements.",3,Analyze "Evaluate the effectiveness of different slope stabilization methods (e.g., retaining walls, soil nails, vegetation) in preventing soil erosion and landslides.",3,Analyze Formulate an algorithm for optimizing the deployment of small cells in 5G networks to improve coverage and capacity in urban environments.,5,Create Formulate an algorithm for automatically generating synthetic training data to augment limited datasets for training deep learning models.,5,Create "Compare the architectural differences between a monolithic frontend application and a single-page application (SPA), considering factors such as user experience and development complexity.",3,Analyze a cantilever and a simply supported beam in structural systems?,0,Remember "Discuss the principles of cloud computing, explaining concepts such as virtualization, elasticity, and service models (IaaS, PaaS, SaaS).",1,Understand Judge the effectiveness of a multi-factor authentication (MFA) system in protecting user accounts from unauthorized access.,4,Evaluate Recognize the syntax for setting up QoS (Quality of Service) on a router for prioritizing VoIP traffic?,0,Remember Assess the scalability of AI-driven anomaly detection systems in cybersecurity.,4,Evaluate "You are developing a natural language processing (NLP) model for sentiment analysis of customer reviews in e-commerce platforms. Create a sentiment analysis pipeline that preprocesses text data, extracts features, and trains a machine learning classifier to classify reviews into positive, negative, or neutral sentiments, incorporating techniques such as word embeddings, attention mechanisms, and model ensemble for accurate sentiment prediction.",5,Create Solve a hypothetical scenario involving failure analysis of a structural component in a high-rise building and propose strategies for reinforcement.,2,Apply "Your company is developing a waste management plan for a construction project to minimize environmental impacts and comply with regulatory requirements. Compare the waste reduction strategies (e.g., source reduction, recycling, waste-to-energy conversion) and recommend measures for optimizing waste management practices and reducing construction waste generation.",3,Analyze Devise a system for automatically detecting and mitigating jamming attacks in wireless sensor networks deployed in hostile environments.,5,Create Debate the ethical considerations of using data analytics for personalized pricing strategies and dynamic tariffing in telecommunications services.,4,Evaluate Assess the scalability of deep reinforcement learning algorithms for solving complex control tasks.,4,Evaluate Examine the purpose of a water treatment plant in civil engineering infrastructure?,0,Remember Suppose you are conducting failure analysis on a mechanical component that experienced fatigue failure. Discuss how you would apply fracture mechanics concepts and stress analysis techniques to identify the root cause of failure and prevent future incidents.,2,Apply "Distinguish between laminar and turbulent flow regimes in fluid dynamics, discussing their respective effects on heat transfer and pressure drop in pipes.",3,Analyze Examine the purpose of gradient clipping in recurrent neural networks?,0,Remember "Imagine you're designing a heat exchanger for a chemical processing plant. Describe how you would calculate heat transfer coefficients, pressure drops, and surface areas to optimize heat exchange efficiency and fluid flow rates.",1,Understand Evaluate the potential risks and benefits of using biometric authentication systems for access control in sensitive environments.,2,Apply Compare and contrast different methods for secure authentication in wireless communication systems and analyze their vulnerabilities.,2,Apply "Match the correct sorting algorithm to its worst-case time complexity (e.g., Quick Sort - O(n^2))?",0,Remember Imagine a new programming language tailored specifically for artificial intelligence applications. Describe its key features and syntax.,5,Create Plan a disaster recovery strategy for ensuring business continuity in the event of a widespread cyberattack or natural disaster affecting critical infrastructure.,5,Create Compare the advantages and disadvantages of using a relational database schema versus a schema-less approach in database design.,3,Analyze Debate the ethical implications of using artificial intelligence algorithms for automated decision-making in healthcare diagnostics.,4,Evaluate "A coastal city is experiencing increased coastal erosion due to rising sea levels and storm surges. Analyze the coastal protection measures (e.g., seawalls, beach nourishment, offshore breakwaters) and recommend strategies for shoreline stabilization and coastal flood risk management.",3,Analyze "Discuss the principles of network security protocols (e.g., SSL/TLS, IPsec, SSH), explaining their roles in securing data communication.",1,Understand Imagine you're planning the architecture for a cloud-based video streaming service. Explain how you would leverage content delivery networks (CDNs) and edge computing to minimize latency and ensure smooth playback for users worldwide.,1,Understand Consider you're designing a user interface (UI) for a mobile application. Describe the principles of responsive design and user experience (UX) optimization you would apply to ensure compatibility across different devices and screen sizes.,1,Understand "Evaluate the scalability of various cloud computing service models (e.g., IaaS, PaaS, SaaS) for enterprise applications.",3,Analyze Recall the differences between pass-by-value and pass-by-reference in function arguments?,0,Remember Debate the ethical implications of using autonomous drones for agricultural spraying and crop monitoring.,4,Evaluate Invent a method for automatically detecting and mitigating algorithmic bias in machine learning models using fairness-aware learning algorithms.,5,Create "Compare the various cloud storage services (e.g., Amazon S3, Google Cloud Storage, Microsoft Azure Blob Storage) in terms of their features and pricing models.",1,Understand Debate the ethical implications of using 3D printing technology for rapid prototyping and construction in civil engineering.,4,Evaluate Formulate an algorithm for optimizing the placement of access points in Wi-Fi networks to maximize coverage and minimize interference.,5,Create Invent a method for securely sharing and collaborating on sensitive documents among distributed teams using encryption and access control mechanisms.,5,Create "Compare the performance of different combustion processes (e.g., spark ignition, compression ignition, diesel cycle) in internal combustion engines.",3,Analyze Criticize the effectiveness of smart city technologies in improving urban resilience and sustainability.,4,Evaluate "Evaluate the performance of different modulation schemes (e.g., ASK, FSK, PSK) in terms of spectral efficiency and noise immunity.",3,Analyze "A social media platform is facing public scrutiny for its content moderation practices and handling of hate speech. Evaluate the platform's current content moderation algorithms and policies, including automated filtering, user reporting mechanisms, and community guidelines enforcement. Propose improvements to address concerns related to censorship, free speech, and user safety.",4,Evaluate Imagine you are overseeing the construction of a bridge over a river with varying water levels throughout the year. Discuss how you would apply hydraulic engineering principles and scour analysis methods to design bridge foundations that can withstand erosive forces and maintain structural integrity.,2,Apply Contrast the benefits and drawbacks of using a monolithic kernel versus a microkernel in operating system design.,3,Analyze "Consider you're optimizing the design of a centrifugal pump for water supply applications. Explain how you would perform performance mapping, impeller trimming, and casing redesign to improve pump efficiency and reliability.",1,Understand "Contrast the benefits and limitations of using a cloud-based email service (e.g., Gmail, Outlook.com) versus an on-premises email server for business communication.",3,Analyze "Evaluate the performance overhead of different garbage collection algorithms (e.g., mark-and-sweep, reference counting, generational) in managing memory resources.",3,Analyze "You are designing a natural language processing (NLP) chatbot for customer support in an e-commerce platform. Create a conversational flowchart and dialog tree for the chatbot, including intents, entities, and responses for handling customer inquiries, resolving issues, and providing personalized assistance throughout the customer journey.",5,Create Propose and evaluate innovative solutions for improving the aerodynamic performance of aircraft wings.,2,Apply "A renewable energy company is evaluating the efficiency of smart grid technology for optimizing energy distribution and consumption. Critically analyze the performance of smart grid algorithms, including demand response, energy forecasting, and distributed energy resource management. Recommend optimization strategies to minimize energy losses and maximize renewable energy integration in the grid.",4,Evaluate Debate the ethical considerations of using facial recognition technology in public transportation systems for passenger identification.,4,Evaluate "Imagine you're implementing a business intelligence (BI) solution for a retail chain. Explain how you would use data visualization tools and dashboards to analyze sales trends, customer demographics, and inventory turnover.",1,Understand Contrast the advantages and limitations of using a RESTful API versus a GraphQL API for client-server communication in web development.,3,Analyze Tabulate the differences between a hardware and a software firewall?,0,Remember "Compare the efficiency of different wastewater treatment technologies (e.g., activated sludge process, trickling filter, membrane bioreactor) in removing contaminants from sewage.",3,Analyze "Debate the ethical implications of using biometric authentication methods (e.g., fingerprint, iris scan) for access control in telecommunications.",4,Evaluate "Discuss the principles of phase-locked loops (PLLs), explaining their applications in frequency synthesis and clock recovery.",1,Understand Compare and contrast different construction materials for sustainable building design and analyze their environmental impact.,2,Apply Imagine you are conducting a geotechnical investigation for a proposed high-rise building project on a site with challenging soil conditions. Discuss how you would apply soil mechanics principles and foundation design methods to assess soil stability and select suitable foundation types to support the structure.,2,Apply Assess the reliability of a data anonymization technique in protecting personally identifiable information (PII) in healthcare datasets.,4,Evaluate "Discuss the principles of refrigeration cycles, explaining components such as compressors, condensers, and evaporators.",1,Understand "A renewable energy company is assessing the environmental impact of concentrated solar power (CSP) systems for solar energy generation. Evaluate the life cycle assessments (LCAs) of CSP technologies, including land use, water consumption, and greenhouse gas emissions. Propose sustainable CSP plant designs and site selection criteria to minimize environmental footprint and promote renewable energy adoption.",4,Evaluate "Contrast the characteristics of wired and wireless communication systems, discussing their respective advantages in different scenarios.",3,Analyze "Discuss the principles of forward error correction (FEC) codes, explaining their mechanisms for detecting and correcting errors in transmitted data.",1,Understand Invent a new approach for federated learning that ensures privacy-preserving collaborative model training across multiple organizations without sharing raw data.,5,Create "Evaluate the reliability of different time series forecasting methods (e.g., ARIMA, LSTM, Prophet) in predicting future trends and patterns in sequential data.",3,Analyze Devise a system for automatically detecting and mitigating electromagnetic interference (EMI) in electronic devices and communication systems.,5,Create "Consider you're optimizing the aerodynamic design of an aircraft wing. Describe how you would perform computational fluid dynamics (CFD) simulations to analyze airflow patterns, lift coefficients, and drag forces for different wing configurations.",1,Understand Examine the syntax of a lambda function in Python?,0,Remember Solve a hypothetical scenario involving failure analysis of a dam structure and propose strategies for remediation and risk reduction.,2,Apply Assess the feasibility of using nanocomposites for enhancing the mechanical properties of engineering materials.,4,Evaluate "A coastal engineering firm is assessing the erosion control measures for shoreline protection against sea level rise and coastal hazards. Critically analyze the effectiveness of shoreline stabilization techniques, including seawalls, beach nourishment, and dune restoration. Recommend coastal management strategies and adaptation measures to mitigate erosion impacts and enhance coastal resilience.",4,Evaluate Judge the effectiveness of a machine learning model for sentiment analysis based on its accuracy and generalization performance.,4,Evaluate Criticize the transparency of algorithmic decision-making processes in automated hiring systems.,4,Evaluate "Evaluate the sustainability of different water supply sources (e.g., surface water, groundwater, rainwater harvesting) in meeting urban water demand while preserving water resources.",3,Analyze Judge the effectiveness of transfer learning techniques in leveraging pre-trained models for new tasks.,4,Evaluate Critically evaluate the advantages and disadvantages of using regenerative braking systems in electric vehicles.,2,Apply "Explain the concept of blockchain technology, discussing its applications beyond cryptocurrency, such as supply chain management and smart contracts.",1,Understand Solve a hypothetical scenario involving failure analysis of a wind turbine blade and propose strategies for enhancing reliability.,2,Apply Assess the scalability of a network function virtualization (NFV) platform for deploying and managing virtual network functions (VNFs).,4,Evaluate "Discuss the principles of centrifugal pumps, explaining their working principles and performance characteristics.",1,Understand Analyze the trade-offs between using rule-based systems and machine learning approaches for decision-making in expert systems.,2,Apply "Propose a framework for federated learning in edge computing environments, allowing devices to collaboratively train a shared model while preserving privacy.",5,Create "Compare the different types of modulation schemes (e.g., AM, FM, PM) in terms of their bandwidth efficiency and susceptibility to noise.",1,Understand Critique the usability of a mobile application interface and propose improvements based on user feedback and ergonomic principles.,4,Evaluate Assess the fairness and transparency of AI-powered credit scoring systems.,4,Evaluate Analyze the ethical considerations surrounding the collection and use of personal data by wearable devices and IoT sensors.,2,Apply "Contrast the features and performance of different recommendation systems (e.g., collaborative filtering, content-based filtering, matrix factorization) in personalized recommendation tasks.",3,Analyze Reproduce the steps to configure a GRE (Generic Routing Encapsulation) tunnel on a router?,0,Remember Solve a complex optimization problem involving route planning for urban transportation systems and evaluate the efficiency of different routing algorithms.,2,Apply Judge the efficiency of a geothermal heat pump system in providing sustainable heating and cooling for buildings.,4,Evaluate "Evaluate the reliability of different network monitoring tools (e.g., Nagios, Zabbix, Wireshark) in detecting and troubleshooting network performance issues.",3,Analyze Imagine you are developing a web application for a food delivery service. Explain how you would apply RESTful API principles to design the backend architecture for handling customer orders and delivery tracking.,2,Apply "A software development team is evaluating the adoption of DevOps practices for streamlining the software delivery pipeline. Evaluate the benefits and challenges of implementing DevOps, including automation, collaboration, and continuous integration/continuous deployment (CI/CD) processes. Recommend organizational changes and tooling solutions to facilitate DevOps adoption and improve software delivery efficiency.",4,Evaluate "Invent a data structure optimized for storing and retrieving hierarchical data in a web application, considering both memory and time complexity.",5,Create "Compare the various types of transmission lines (e.g., coaxial, microstrip, waveguide) in terms of their impedance and propagation characteristics.",1,Understand "An autonomous vehicle manufacturer is evaluating the safety and reliability of self-driving car technology for commercial deployment. Evaluate the current state-of-the-art in autonomous driving systems, including sensor technologies, perception algorithms, and decision-making models. Recommend validation and testing methodologies to assess the safety and reliability of autonomous vehicles in real-world scenarios.",4,Evaluate Plan a disaster recovery strategy for restoring communication networks in the aftermath of natural disasters such as earthquakes or hurricanes.,5,Create "As a cybersecurity specialist, you are conducting a vulnerability assessment for an e-commerce website. Describe how you would apply vulnerability scanning tools and penetration testing techniques to identify and remediate security weaknesses.",2,Apply "Interpret the concept of strain energy and its significance in mechanical design, discussing its relationship with material properties and deformation.",1,Understand Assess the efficiency of regenerative braking systems in hybrid electric vehicles for energy recovery.,4,Evaluate Debate the ethical implications of using artificial intelligence algorithms for automated decision-making in sensitive domains like healthcare or criminal justice.,4,Evaluate Invent a solution for securely sharing and collaborating on sensitive documents among distributed teams using encryption and access control mechanisms.,5,Create Criticize the robustness of a natural language processing (NLP) model for sentiment analysis in handling sarcasm and irony.,4,Evaluate Compare the various types of retaining structures in terms of their stability and construction cost.,1,Understand Propose a framework for optimizing the design of offshore wind turbine blades to maximize energy capture and withstand harsh environmental conditions.,5,Create Design a compact and efficient heat exchanger for use in automotive cooling systems to improve engine performance and fuel efficiency.,5,Create Plan a system for implementing predictive maintenance in heavy machinery used in mining operations to minimize downtime and repair costs.,5,Create Judge the effectiveness of data anonymization techniques in preserving privacy while maintaining data utility.,4,Evaluate Debate the ethical considerations of using unmanned aerial vehicles (UAVs) for wildlife monitoring and conservation.,4,Evaluate Judge the effectiveness of traffic management strategies in reducing congestion and improving mobility in urban areas.,4,Evaluate "Evaluate the efficiency of various data structures (e.g., arrays, linked lists, trees) in terms of memory usage and access time for different operations.",3,Analyze "Evaluate the effectiveness of different natural language processing (NLP) techniques (e.g., tokenization, named entity recognition, sentiment analysis) in text classification tasks.",3,Analyze "Evaluate the structural behavior of different bridge types (e.g., arch bridge, suspension bridge, cable-stayed bridge) under various loading conditions and environmental factors.",3,Analyze Critically evaluate the advantages and disadvantages of using Building Information Modeling (BIM) for project coordination and management.,2,Apply Invent a new framework for automatic machine learning (AutoML) that optimizes both model selection and hyperparameter tuning for various machine learning tasks.,5,Create Recognize the syntax for setting up NAT (Network Address Translation) on a router?,0,Remember Interpret the concept of mechanical resonance and its implications for vibration analysis and control.,1,Understand "Explain the concept of steel design, discussing topics such as tension members, compression members, and connections.",1,Understand You are responsible for implementing a disaster recovery plan for your organization's IT infrastructure. Analyze the differences between using synchronous replication and asynchronous replication for data backup and recovery in case of system failures.,3,Analyze Criticize the effectiveness of noise barriers in mitigating traffic noise pollution near residential areas.,4,Evaluate Identify the differences between TCP/IP and OSI models in terms of their layer representations?,0,Remember "Contrast the characteristics of different manufacturing processes (e.g., casting, machining, additive manufacturing) in terms of material removal rate and surface finish quality.",3,Analyze Critically analyze the challenges and opportunities of implementing natural language processing techniques for sentiment analysis.,2,Apply Design a satellite constellation system for providing global broadband coverage and low-latency communication services to remote areas and maritime vessels.,5,Create A financial institution is implementing a fraud detection system for identifying suspicious transactions in real-time. Analyze the differences between using rule-based fraud detection algorithms and machine learning-based anomaly detection models for fraud detection and prevention.,3,Analyze Analyze the ethical considerations surrounding the use of public-private partnerships for financing infrastructure projects.,2,Apply Criticize the fairness and transparency of traffic management policies implemented by internet service providers (ISPs) for bandwidth allocation.,4,Evaluate Describe the process of clock recovery in digital communication systems?,0,Remember Formulate a new algorithm for detecting and mitigating bias in machine learning models to ensure fairness and equity in algorithmic decision-making.,5,Create Quote the definition of a constellation diagram in digital communication?,0,Remember List the advantages of using transfer learning in deep neural networks?,0,Remember Devise a framework for evaluating the interpretability and trustworthiness of machine learning models in critical decision-making applications.,5,Create "Compare the characteristics of synchronous and asynchronous communication protocols (e.g., UART, SPI, I2C) in terms of data transfer rate and synchronization requirements.",3,Analyze Analyze the impact of urbanization on water resources and propose sustainable water management strategies.,2,Apply Critically analyze the challenges and opportunities of implementing quantum computing technologies in traditional computing environments.,2,Apply "Distinguish between static and dynamic polymorphism in object-oriented programming languages, providing examples of each.",3,Analyze Solve a hypothetical scenario involving failure analysis of a pressure vessel and propose strategies for enhancing safety.,2,Apply You are setting up a secure Wi-Fi network for a campus environment. Explain how you would apply network segmentation and VLAN configuration to isolate user traffic and protect sensitive data.,2,Apply Propose and justify strategies for securing Internet of Things (IoT) devices against cyberattacks in smart home environments.,2,Apply "Evaluate the effectiveness of different anti-malware techniques (e.g., signature-based scanning, behavior analysis, sandboxing) in detecting and preventing cyber threats.",3,Analyze "Compare the principles of static and dynamic equilibrium in mechanical systems, discussing their implications for stability and motion analysis.",1,Understand "Contrast the benefits and limitations of using traditional surveying methods (e.g., total station, GPS, level) versus remote sensing techniques (e.g., LiDAR, aerial photography) in land mapping and terrain analysis.",3,Analyze "Plan a sustainable transportation network for a metropolitan area, incorporating public transit, cycling lanes, and pedestrian-friendly infrastructure.",5,Create Invent a method for using 3D printing technology to fabricate customized prosthetic limbs tailored to individual patient anatomy for improved comfort and functionality.,5,Create Quote the definition of a dangling pointer in C programming?,0,Remember "Create a comprehensive cybersecurity framework for securing Internet of Things (IoT) devices in smart homes, considering both device-level and network-level security measures.",5,Create "Distinguish between different types of construction contracts (e.g., lump sum, cost plus, unit price), discussing their implications on project cost and risk allocation.",3,Analyze "Interpret the concept of environmental sustainability in civil engineering projects, discussing strategies for reducing carbon footprint and promoting green infrastructure.",1,Understand Critique the interpretability of complex machine learning models in medical diagnosis.,4,Evaluate Devise a new system for automatically classifying and prioritizing cybersecurity incidents based on their severity and potential impact on business operations.,5,Create Solve a hypothetical scenario involving emergency response planning for natural disasters and propose strategies for mitigating risks.,2,Apply Analyze the ethical considerations surrounding the collection and use of personal data by social media platforms.,2,Apply "Evaluate the impact of hyperparameter tuning techniques (e.g., grid search, random search, Bayesian optimization) on optimizing the performance of machine learning models.",3,Analyze List the advantages of using WPA3 (Wi-Fi Protected Access 3) over WPA2 for wireless security?,0,Remember Your organization is implementing a predictive maintenance program for wind turbines to optimize maintenance scheduling and reduce operational costs. Analyze the reliability-centered maintenance (RCM) principles and recommend strategies for integrating condition monitoring data with predictive analytics models to prioritize maintenance tasks and extend equipment lifespan.,3,Analyze "Explain the concept of polymorphic viruses in cybersecurity, discussing their evasion techniques and detection challenges.",1,Understand "A satellite communication company is analyzing the interference effects of neighboring satellite constellations on signal reception and transmission. Evaluate the spectrum management policies and frequency allocation regulations for mitigating satellite interference, including coordination agreements and interference avoidance techniques. Recommend spectrum monitoring solutions and interference mitigation strategies to optimize satellite communication performance and ensure reliable connectivity.",4,Evaluate Propose and evaluate innovative solutions for improving the accuracy of predictive models in healthcare.,2,Apply Compare and contrast different concurrency control mechanisms in databases and analyze their suitability for high-throughput transaction processing.,2,Apply "Distinguish between narrowband and broadband communication systems, discussing their respective advantages in wireless communication.",3,Analyze Propose a framework for integrating quantum key distribution (QKD) technology into optical fiber networks for ultra-secure communication.,5,Create "As an antenna design specialist, you are tasked with designing a compact and efficient antenna array for 5G small cell deployment in urban environments. Create an antenna array configuration that minimizes interference, maximizes coverage, and supports beamforming techniques for adaptive beam steering and improved signal reception in dense urban areas.",5,Create List the advantages of using pre-stressed concrete over reinforced concrete in construction?,0,Remember "Evaluate the impact of different network segmentation strategies (e.g., VLANs, subnetting, micro segmentation) on improving network security and traffic isolation.",3,Analyze Recall the syntax for setting up a VHDL (VHSIC Hardware Description Language) module for a flip-flop?,0,Remember Compare and contrast different manufacturing processes for producing precision components and analyze their suitability for mass production.,2,Apply "Explain the concept of fluid statics and its applications in hydraulic systems, discussing principles such as Pascal's law and Archimedes' principle.",1,Understand "Distinguish between different types of foundation systems (e.g., shallow foundation, deep foundation, pile foundation), discussing their suitability for supporting structures on various soil types.",3,Analyze Propose a method for implementing fault-tolerant distributed consensus algorithms in blockchain networks to improve scalability and reliability.,5,Create Formulate an algorithm for automatically identifying and classifying security vulnerabilities in software applications based on code analysis.,5,Create "Imagine you're designing a reinforced concrete beam for a building structure. Describe how you would calculate bending moments, shear forces, and reinforcement detailing to ensure structural safety and serviceability under loading conditions.",1,Understand "Suppose you're assessing the seismic vulnerability of existing buildings in a seismic zone. Explain how you would conduct structural inspections, evaluate seismic retrofit options, and prioritize retrofitting measures based on structural deficiencies and occupancy risks.",1,Understand Devise a system for managing and recycling organic waste in urban areas to produce compost and bioenergy while reducing greenhouse gas emissions.,5,Create "Contrast the features and applications of different fluid flow measurement techniques (e.g., venturi meter, orifice meter, electromagnetic flow meter) in industrial processes.",3,Analyze "Discuss the principles of building information modeling, explaining its use for collaborative design, construction planning, and facility management.",1,Understand Formulate an algorithm for optimizing the shape and configuration of automotive components such as airfoils and spoilers for reduced drag and improved aerodynamics.,5,Create "You are designing a recommendation system for personalized content delivery in online streaming platforms. Create a recommendation algorithm that leverages collaborative filtering, content-based filtering, and reinforcement learning techniques to analyze user preferences, predict user preferences, and recommend relevant movies, TV shows, and music based on individual viewing habits and feedback.",5,Create Invent a method for converting waste heat from industrial processes into electricity using thermoelectric materials and organic Rankine cycle (ORC) systems.,5,Create Debate the ethical implications of using autonomous drones for surveillance and reconnaissance purposes.,4,Evaluate Solve a challenging optimization problem involving channel assignment in cellular networks and evaluate the impact on interference mitigation.,2,Apply "Compare the environmental impact of different construction methods (e.g., traditional construction, modular construction, prefabrication) in terms of resource consumption and waste generation.",3,Analyze "Compare the efficiency of different renewable energy technologies (e.g., solar PV, wind turbine, hydroelectric generator) in converting natural resources into electrical energy.",3,Analyze Analyze the impact of material properties on the performance of mechanical components in extreme operating conditions.,2,Apply Compare the different types of building foundations in terms of their suitability for different soil conditions and building loads.,1,Understand Create a system for automatically detecting and mitigating signal interference in unmanned aerial vehicle (UAV) communication systems using machine learning.,5,Create Propose and justify strategies for optimizing power consumption in mobile communication devices and evaluate their impact on battery life.,2,Apply "Contrast the environmental impact of different construction materials (e.g., concrete, steel, timber) in terms of resource depletion and carbon emissions.",3,Analyze "Explain the concept of end-to-end encryption, discussing its importance for securing data transmission over untrusted networks.",1,Understand "Critically evaluate the role of sustainable transportation modes (e.g., biking, walking) in reducing urban congestion and pollution.",2,Apply "Interpret the concept of ensemble learning methods, discussing their advantages in improving model robustness and accuracy.",1,Understand Solve a complex optimization problem related to antenna array design and evaluate the performance of different beamforming algorithms.,2,Apply Describe the significance of a learning rate scheduler in model training?,0,Remember Analyze the ethical implications of data mining techniques used by social media platforms for targeted advertising and user profiling.,2,Apply Judge the efficiency of active noise control systems in reducing noise pollution in urban environments.,4,Evaluate Design a new algorithm for optimizing energy consumption in Internet of Things (IoT) devices while maintaining performance and functionality.,5,Create "Consider you're building a recommendation system for movie recommendations. Describe how you would model user preferences, incorporate item features, and evaluate recommendation quality using metrics such as precision and recall.",1,Understand "Design a new sustainable urban drainage system that incorporates decentralized rainwater harvesting, permeable pavement, and green roofs to mitigate urban flooding and improve water quality.",5,Create Examine the purpose of SSL/TLS certificates in secure web communication?,0,Remember Suppose you are designing a wastewater treatment plant for a growing urban area. Discuss how you would apply environmental engineering principles and treatment process selection criteria to ensure compliance with effluent quality standards and protect water resources.,2,Apply "Compare the efficiency of different water distribution systems (e.g., gravity-fed system, pressurized system, pumping system) in supplying potable water to urban areas.",3,Analyze Compare the various types of recommendation systems in terms of their recommendation accuracy and scalability.,1,Understand Propose creative solutions for reducing greenhouse gas emissions from industrial processes while maintaining productivity.,2,Apply You are working on a medical imaging application for automated diagnosis of diseases. Describe how you would apply convolutional neural networks (CNNs) and image segmentation techniques to analyze medical images and detect abnormalities with high accuracy.,2,Apply Critically analyze the efficiency and scalability of different modulation techniques for wireless communication systems.,2,Apply Consider you're analyzing customer sentiment from social media data. Describe the natural language processing (NLP) techniques and sentiment analysis algorithms you would use to extract insights and visualize trends from text data.,1,Understand Reproduce the steps to design a low-pass filter using the Butterworth approximation method?,0,Remember Compare the different types of foundations in terms of their suitability for various soil conditions and structural loads.,1,Understand "Contrast the benefits and limitations of using different stormwater management practices (e.g., detention basins, green infrastructure, rainwater harvesting) in urban development projects.",3,Analyze "You are leading a team of IT architects in designing a hybrid cloud infrastructure for a multinational corporation. Create a hybrid cloud architecture that seamlessly integrates on-premises data centers with public cloud services, incorporating workload migration strategies, data synchronization mechanisms, and security controls for hybrid cloud environments.",5,Create Formulate a new strategy for implementing zero-trust security architecture in large-scale corporate networks to mitigate insider threats and unauthorized access.,5,Create List the advantages of using spread spectrum modulation techniques in wireless communication?,0,Remember Formulate an algorithm for optimizing hyperparameters of machine learning models using evolutionary algorithms or Bayesian optimization techniques.,5,Create "Plan a comprehensive disaster preparedness and response strategy for a coastal city vulnerable to hurricanes, including evacuation routes, emergency shelters, and early warning systems.",5,Create Critique the reliability of predictive modeling techniques in predicting the service life of mechanical components.,4,Evaluate Invent a new algorithm for optimizing cloud resource provisioning based on dynamic workload patterns and performance requirements.,5,Create "Interpret the concept of mechanical properties of materials, discussing their significance in material selection and design.",1,Understand List the advantages of using a VPN (Virtual Private Network) over a proxy server for online privacy?,0,Remember Propose innovative solutions for securing wireless networks against advanced persistent threats and evaluate their effectiveness.,2,Apply Quote the definition of a Nyquist criterion in sampling theory?,0,Remember "Discuss the principles of natural language processing techniques, explaining tasks such as text classification, sentiment analysis, and named entity recognition.",1,Understand Tabulate the differences between time domain and frequency domain analysis of signals?,0,Remember Propose a framework for implementing explainable AI (XAI) techniques in cybersecurity systems to improve threat detection and response.,5,Create "Evaluate the effectiveness of different erosion control measures (e.g., riprap, vegetation, retaining walls) in mitigating soil erosion and protecting slopes.",3,Analyze Contrast the benefits and drawbacks of using a commercial off-the-shelf (COTS) software solution versus a custom-built software solution for enterprise resource planning (ERP).,3,Analyze Identify the characteristics of a pneumatic actuator in automation systems?,0,Remember Solve a complex optimization problem related to the design of sustainable drainage systems and evaluate the effectiveness of different design configurations.,2,Apply "Evaluate the reliability of different structural analysis methods (e.g., finite element analysis, limit state design, dynamic analysis) in assessing the safety of civil engineering structures.",3,Analyze Solve a complex optimization problem using genetic algorithms and evaluate the quality of the solutions obtained.,2,Apply Critically analyze the efficiency and scalability of a distributed hash table (DHT) for peer-to-peer networks.,2,Apply "Suppose you're tasked with designing a database schema for a social media platform. Explain how you would structure the database to efficiently store user profiles, posts, comments, and relationships between users.",1,Understand Critique the usability of a voice-activated virtual assistant and propose improvements based on user interaction patterns.,4,Evaluate Criticize the effectiveness of a disaster recovery plan for IT systems in ensuring business continuity during a cyberattack.,4,Evaluate Compare and contrast different approaches to privacy-preserving data mining techniques and evaluate their effectiveness in protecting sensitive information.,2,Apply "Compare the performance of different refrigeration cycles (e.g., vapor compression cycle, absorption cycle, Brayton cycle) in terms of cooling capacity and energy efficiency.",3,Analyze Critically analyze the structural integrity of a bridge design under various loading conditions and evaluate the risk of failure.,2,Apply "Compare the environmental impact of different transportation modes (e.g., road, rail, air, water) in terms of energy consumption and greenhouse gas emissions.",3,Analyze "Compare the features and performance of different wastewater treatment technologies (e.g., activated sludge process, trickling filter, membrane bioreactor) in purifying sewage effluent.",3,Analyze "A water utility company is evaluating the effectiveness of stormwater management systems for flood prevention and water quality protection. Evaluate the performance of green infrastructure practices, including permeable pavements, rain gardens, and detention ponds. Propose stormwater management strategies and green infrastructure designs to reduce runoff volume and pollutants in urban watersheds.",4,Evaluate "Critically evaluate the role of advanced materials (e.g., shape memory alloys) in aerospace engineering applications.",2,Apply Debate the ethical considerations of using autonomous robots in hazardous industrial environments.,4,Evaluate Propose a framework for optimizing the design of lightweight structures such as bridges or towers using topology optimization and additive manufacturing.,5,Create Imagine you're managing a help desk for IT support in a corporate environment. Describe the ticketing system and service level agreements (SLAs) you would establish to prioritize and resolve user issues efficiently.,1,Understand "Discuss the principles of fault tolerance in distributed systems, explaining techniques such as redundancy and replication.",1,Understand "Discuss the principles of hydraulic actuators, explaining concepts such as Pascal's law and hydraulic cylinders.",1,Understand Create a novel waveform modulation scheme for underwater acoustic communication systems that enables high-speed data transmission with low latency.,5,Create "Discuss the principles of software testing methodologies (e.g., unit testing, integration testing, acceptance testing), explaining their objectives and limitations.",1,Understand Imagine you are developing a renewable energy system for a remote off-grid community. Discuss how you would apply solar photovoltaic (PV) technology and battery storage systems to provide reliable electricity supply and reduce dependence on fossil fuels.,2,Apply Assess the fairness of facial recognition systems across different demographic groups and skin tones.,4,Evaluate Evaluate the evidence supporting the use of composite materials for lightweighting in automotive engineering.,2,Apply "Explain the concept of pipelining in computer architecture, discussing its role in improving CPU performance through instruction-level parallelism.",1,Understand "A financial institution is considering the adoption of blockchain technology for secure and transparent transactions. Evaluate the potential risks and benefits of blockchain implementation in financial services, including factors such as scalability, interoperability, and regulatory compliance. Recommend use cases and implementation strategies to maximize the value of blockchain in financial operations.",4,Evaluate Evaluate the effectiveness of using machine learning algorithms for anomaly detection in cybersecurity.,2,Apply "Evaluate the effectiveness of different equalization techniques (e.g., FIR filters, IIR filters, adaptive equalizers) in compensating for channel distortion in communication systems.",3,Analyze "Discuss the principles of penetration testing methodologies (e.g., black-box testing, white-box testing), explaining their objectives and techniques.",1,Understand "You are developing an earthquake-resistant building design for high-rise structures in seismic-prone regions. Create a structural design that incorporates seismic-resistant features such as base isolation, energy dissipation devices, and ductile reinforcement detailing to mitigate earthquake-induced damage and ensure occupant safety, incorporating structural analysis, dynamic simulations, and performance-based design criteria for resilient building construction.",5,Create "Evaluate the impact of data imbalance on the performance of machine learning models, discussing strategies for mitigating bias and improving model fairness.",3,Analyze "Your team is designing a composite material for structural applications in aerospace engineering. Compare the mechanical properties and processing techniques of different composite materials (e.g., carbon fiber reinforced composites, glass fiber reinforced composites, aramid fiber reinforced composites) and recommend the most suitable material for the intended application.",3,Analyze Judge the efficiency of bioretention systems in treating urban stormwater runoff and improving water quality.,4,Evaluate "Compare the features and scalability of different network attached storage (NAS) solutions (e.g., NFS, CIFS, iSCSI) for centralized data storage and file sharing.",3,Analyze Evaluate the feasibility of using blockchain technology for secure and transparent supply chain management in the electronics industry.,2,Apply Judge the effectiveness of anomaly detection techniques in detecting fraudulent activities in financial transactions.,4,Evaluate Solve a complex control problem related to adaptive equalization in digital communication systems and evaluate the performance in dynamic channel conditions.,2,Apply Plan a strategy for implementing AI-driven predictive maintenance in manufacturing plants to reduce downtime and maintenance costs.,5,Create Critically evaluate the advantages and disadvantages of using software-defined radio (SDR) for flexible wireless communication systems.,2,Apply Hypothesize an approach for using generative adversarial networks (GANs) to synthesize high-fidelity images for virtual try-on applications in e-commerce.,5,Create Compare the benefits and drawbacks of using a relational database management system (RDBMS) versus a document-oriented database for storing unstructured data.,3,Analyze "Contrast the principles of gravity dam and embankment dam design, discussing their respective advantages and limitations in water storage and flood control.",3,Analyze "Assess the effectiveness of multiple access techniques (e.g., FDMA, TDMA, CDMA) in optimizing spectrum utilization in cellular networks.",4,Evaluate Assess the feasibility of using additive manufacturing for producing complex aerospace components with high strength-to-weight ratios.,4,Evaluate "Compare the performance of different deep learning architectures (e.g., CNN, RNN, Transformer) in tasks such as image classification and natural language processing.",3,Analyze "Match the correct data structure to its time complexity for searching (e.g., Hash Table - O(1))?",0,Remember "Compare the different encryption algorithms (e.g., AES, RSA, ECC) in terms of their strength and suitability for different use cases.",1,Understand Evaluate the feasibility of using unmanned aerial vehicles (drones) for inspection and monitoring of civil infrastructure.,2,Apply State the output of a given settlement analysis of a mat foundation?,0,Remember Assess the scalability of a distributed computing framework for processing large-scale datasets.,4,Evaluate You are tasked with designing a recommendation system for an e-commerce platform. Describe how you would apply collaborative filtering algorithms to personalize product recommendations for users based on their browsing and purchase history.,2,Apply Design a software-defined radio (SDR) platform for rapid prototyping and testing of new wireless communication algorithms and protocols.,5,Create Analyze the impact of electromagnetic interference (EMI) on the performance of electronic systems and propose mitigation techniques.,2,Apply Invent a method for enhancing the security of biometric authentication systems using multi-modal biometric fusion and encryption techniques.,5,Create "Evaluate the impact of different caching policies (e.g., LRU, FIFO, LFU) on cache hit rates and overall system performance.",3,Analyze Contrast the benefits and limitations of using analog-to-digital conversion (ADC) and digital-to-analog conversion (DAC) techniques in signal processing applications.,3,Analyze "Interpret the concept of electromagnetic spectrum allocation, discussing regulatory bodies and frequency bands for different communication services.",1,Understand Solve a complex optimization problem related to material selection for structural components and evaluate the performance criteria.,2,Apply Formulate an algorithm for optimizing the shape and configuration of automotive components such as air intakes and spoilers for improved aerodynamics.,5,Create "Explain the concept of data augmentation in deep learning, discussing techniques for generating synthetic data to improve model generalization.",1,Understand "Explain the concept of garbage collection in programming languages, discussing techniques for automatic memory management.",1,Understand Assess the reliability of predictive maintenance algorithms in identifying equipment failures before they occur.,4,Evaluate Assess the reliability of a software testing framework in detecting and fixing defects across multiple platforms and environments.,4,Evaluate "Assess the efficiency of smart materials (e.g., shape memory alloys) in actuator applications for adaptive structures.",4,Evaluate Describe the significance of jitter in digital communication systems?,0,Remember Recognize the differences between baseband and passband signals in modulation?,0,Remember Create a novel design for a lightweight composite material with tunable mechanical properties for use in aerospace and automotive applications.,5,Create Criticize the accuracy of a predictive analytics model for demand forecasting in retail industry.,4,Evaluate Your company is developing a vehicular ad hoc network (VANET) for enabling vehicle-to-vehicle (V2V) communication on smart roads. Analyze the challenges and solutions for ensuring reliable communication and data exchange in dynamic vehicular environments.,3,Analyze "Debate the ethical considerations of using autonomous vehicles in terms of safety, liability, and societal impact.",4,Evaluate Analyze the impact of software piracy on the software industry and propose ethical solutions to address this issue.,2,Apply Compare the various types of fasteners in terms of their installation methods and load-carrying capacity.,1,Understand Assess the reliability of a virtual private network (VPN) for securing remote access to corporate networks.,4,Evaluate "Interpret the concept of bias-variance tradeoff in machine learning models, discussing its implications for model performance and generalization.",1,Understand Propose and justify strategies for optimizing the efficiency of steam turbine power plants and evaluate their impact on energy generation.,2,Apply "Explain the concept of spread spectrum modulation techniques (e.g., direct sequence, frequency hopping), discussing their advantages in anti-jamming and security.",1,Understand "Evaluate the economic viability of different renewable energy projects (e.g., solar farm, wind farm, hydroelectric plant) in terms of return on investment and levelized cost of energy.",3,Analyze Retell the steps to implement a random forest classifier using bootstrapping and feature bagging?,0,Remember "A transportation agency is analyzing the traffic flow dynamics of urban intersections for congestion mitigation. Critically assess the intersection design elements, including signal timings, lane configurations, and pedestrian crossings. Recommend traffic engineering solutions and intelligent transportation systems (ITS) technologies to optimize intersection performance and improve traffic flow efficiency.",4,Evaluate Solve a hypothetical scenario involving failure analysis of a mechanical component and propose strategies for preventing similar failures.,2,Apply "Explain the concept of Big O notation and its significance in algorithm analysis, providing examples to illustrate different complexity classes.",1,Understand Design a framework for implementing predictive maintenance in heavy machinery used in mining operations to minimize downtime and repair costs.,5,Create "You are tasked with designing an innovative renewable energy system for off-grid power generation in remote communities. Create a renewable energy system that combines solar photovoltaic (PV), wind turbines, and energy storage technologies to provide reliable and sustainable electricity supply to remote villages, incorporating hybrid energy management strategies and demand-side management techniques to optimize energy utilization and minimize environmental impact.",5,Create Evaluate the effectiveness of using machine learning algorithms for predicting and preventing cyberattacks on IoT devices.,2,Apply Devise a system for monitoring and mitigating soil liquefaction in earthquake-prone areas using ground improvement techniques and early warning systems.,5,Create Debate the ethical implications of using AI algorithms for predictive policing and crime prevention.,4,Evaluate "Your team is designing a sustainable building envelope for a high-rise office tower to enhance energy efficiency and occupant comfort. Compare the thermal insulation materials (e.g., spray foam insulation, cellulose insulation, rigid foam boards) and recommend solutions for achieving thermal performance targets and reducing heating and cooling loads.",3,Analyze "A software development team is considering adopting a microservices architecture for a new web application project. Evaluate the advantages and disadvantages of microservices compared to monolithic architecture in terms of scalability, maintainability, and deployment complexity. Recommend the most suitable architecture based on project requirements and long-term scalability goals.",4,Evaluate Assess the security vulnerabilities of a software-defined networking (SDN) architecture for controlling network traffic flows.,4,Evaluate Examine the difference between time division multiplexing (TDM) and frequency division multiplexing (FDM) in communication systems?,0,Remember "Explain the concept of deep reinforcement learning, discussing its applications in game playing, robotics, and autonomous systems.",1,Understand You are responsible for implementing a network segmentation strategy to improve security and compliance in your organization's IT infrastructure. Analyze the benefits and challenges of using virtual LANs (VLANs) versus network security groups (NSGs) for segmenting network traffic and enforcing access controls.,3,Analyze Judge the efficiency of passive solar design strategies in reducing heating and cooling loads in buildings.,4,Evaluate Analyze the potential risks and benefits of using autonomous drones for surveillance and reconnaissance missions.,2,Apply "Compare the different types of VPN (virtual private network) technologies (e.g., IPSec, SSL VPN, MPLS VPN) in terms of their security and performance.",1,Understand Develop a new methodology for optimizing the aerodynamic performance of wind turbine blades using advanced computational fluid dynamics (CFD) simulations.,5,Create "You are designing an advanced propulsion system for next-generation aircraft to improve fuel efficiency, reduce emissions, and enhance performance. Create a propulsion system concept that integrates turbofan engines, electric propulsion systems, and advanced aerodynamic design features to achieve high efficiency, low noise, and reduced environmental impact, incorporating computational fluid dynamics (CFD) simulations, wind tunnel testing, and multidisciplinary optimization techniques for optimal aircraft performance.",5,Create Enumerate the differences between a brick masonry and a stone masonry wall in construction?,0,Remember "Compare the scalability of different database replication techniques (e.g., master-slave replication, master-master replication, sharding) in distributed database systems.",3,Analyze Judge the reliability of coastal protection measures in mitigating the impacts of erosion and sea level rise.,4,Evaluate "Contrast the principles of baseband and passband transmission techniques, discussing their respective advantages and limitations in communication systems.",3,Analyze "Compare the different types of evaluation metrics used in classification tasks, discussing their strengths and limitations.",1,Understand Describe the significance of a salt in password hashing algorithms?,0,Remember "Suppose you're clustering customer segments for targeted marketing campaigns. Explain how you would preprocess customer demographic data, select clustering algorithms, and evaluate cluster validity to identify meaningful segments.",1,Understand Invent a new approach for enhancing the fatigue resistance of structural steel components through surface modification techniques.,5,Create "As a mechanical design engineer, you are developing a robotic exoskeleton for rehabilitation therapy. Explain how you would apply biomechanics principles and ergonomic design considerations to ensure comfort, safety, and functionality for users.",2,Apply Assess the effectiveness of software-defined radio (SDR) technology in enabling flexible and programmable wireless communication systems.,4,Evaluate "Explain the concept of data preprocessing in machine learning, discussing techniques such as normalization, feature scaling, and missing value imputation.",1,Understand "Imagine you're optimizing the performance of a steam turbine for power generation. Explain how you would analyze steam properties, turbine blade geometry, and stage configurations to maximize energy conversion efficiency and minimize losses.",1,Understand Develop a novel blockchain-based solution for ensuring the integrity and transparency of supply chain transactions across multiple organizations.,5,Create "Compare the advantages and disadvantages of imperative and declarative programming paradigms, citing examples for each.",1,Understand Consider you're designing a disaster recovery plan for a cloud-based email service. Explain the backup strategies and data replication methods you would employ to protect against data loss and ensure email availability.,1,Understand Compare the different types of neural network architectures in terms of their connectivity and applications.,1,Understand "You are developing a predictive maintenance system for optimizing equipment uptime and reliability in industrial manufacturing plants. Create a predictive maintenance framework that combines sensor data analytics, anomaly detection, and machine learning algorithms to predict equipment failures, schedule maintenance tasks, and optimize maintenance schedules to minimize downtime and maintenance costs.",5,Create Assess the efficiency of light rail transit systems in reducing traffic congestion and promoting sustainable transportation.,4,Evaluate Invent a method for retrofitting existing buildings with energy-efficient systems and renewable energy technologies to reduce carbon emissions and combat climate change.,5,Create Judge the effectiveness of a web application firewall (WAF) in protecting web servers from common security threats and attacks.,4,Evaluate "Contrast the principles of model-based reinforcement learning and model-free reinforcement learning, discussing their respective approaches to learning optimal policies.",3,Analyze "Consider you're designing a wastewater treatment plant for a city. Explain how you would select treatment processes, estimate wastewater flow rates, and size treatment units to meet effluent quality standards and environmental regulations.",1,Understand Critically evaluate the role of blockchain technology in ensuring data integrity and transparency in supply chain management systems.,2,Apply Quote the definition of a semaphore in operating systems?,0,Remember "Discuss the principles of reinforced concrete design, explaining concepts such as moment of inertia, neutral axis, and compression zone.",1,Understand Describe the process of setting up a VPN tunnel between two sites using IPsec (Internet Protocol Security)?,0,Remember "Suppose you're training a convolutional neural network (CNN) for image classification tasks. Explain how you would preprocess image data, design the network architecture, and fine-tune model hyperparameters to optimize classification accuracy.",1,Understand Evaluate the potential environmental impacts of using biofuels for aviation and marine transportation.,2,Apply "Differentiate between static and dynamic memory allocation, discussing their respective implications on program performance and memory management.",3,Analyze Reproduce the steps to implement a depth-first search algorithm for a graph?,0,Remember "Compare the features and performance of different antenna types (e.g., dipole, Yagi-Uda, patch) in terms of radiation pattern and gain.",3,Analyze "A healthcare analytics firm is evaluating the accuracy of predictive models for patient readmission risk prediction. Critically analyze the predictive features and model coefficients used in readmission risk algorithms, including demographic data, medical history, and clinical indicators. Recommend feature selection techniques and model interpretability methods to improve prediction accuracy and clinical utility in healthcare settings.",4,Evaluate "Compare the efficiency of different feature selection methods (e.g., filter methods, wrapper methods, embedded methods) in improving model performance and interpretability.",3,Analyze "Compare the structural behavior of different materials (e.g., metals, polymers, ceramics) under static and dynamic loading conditions, considering factors such as elasticity and damping.",3,Analyze "Assess the scalability of a distributed messaging system (e.g., Apache Kafka) for real-time data streaming applications.",4,Evaluate Evaluate the feasibility of using blockchain technology for ensuring the integrity and transparency of government elections.,2,Apply "A manufacturing facility is implementing an industrial automation system for controlling and monitoring production processes. Compare the features and scalability of different fieldbus protocols (e.g., Profibus, Modbus, EtherCAT) for connecting sensors and actuators in industrial control systems.",3,Analyze Judge the reliability of a finite element analysis (FEA) model in predicting the structural behavior of reinforced concrete buildings.,4,Evaluate "Compare the performance of different heat exchanger designs (e.g., shell-and-tube, plate heat exchanger, finned tube heat exchanger) in terms of heat transfer efficiency and pressure drop.",3,Analyze "You are leading a team of software engineers in developing a cutting-edge virtual reality (VR) application for immersive training simulations. Create a comprehensive project roadmap outlining the software development lifecycle, including requirements gathering, design, implementation, testing, and deployment phases, along with milestones and deliverables.",5,Create "Create a novel authentication mechanism for securing access to critical infrastructure systems, leveraging biometric and behavioral authentication techniques.",5,Create Compare the different types of pumps in terms of their efficiency and operating characteristics.,1,Understand Devise a method for enhancing the safety of autonomous vehicles through advanced sensor fusion techniques and real-time hazard detection algorithms.,5,Create Propose a new approach for integrating artificial intelligence (AI) and robotics technologies to automate and optimize warehouse management processes.,5,Create "Explain the concept of pointers in C/C++ programming, discussing their role in memory manipulation and potential risks such as memory leaks.",1,Understand "Evaluate the aerodynamic performance of different airfoil shapes (e.g., NACA profiles, symmetrical airfoils, cambered airfoils) in aircraft and wind turbine design.",3,Analyze "Invent a method for improving the accuracy and reliability of indoor positioning systems using a combination of Wi-Fi, Bluetooth, and inertial sensors.",5,Create "An online gaming platform is assessing the impact of loot boxes and microtransactions on player engagement and monetization. Evaluate the ethical considerations of loot box echanics, including addiction risks, gambling-like behavior, and fairness in game design. Propose industry guidelines and regulatory frameworks to ensure responsible monetization practices and protect vulnerable players.",4,Evaluate Formulate an algorithm for optimizing hyperparameters of machine learning models using evolutionary strategies and Bayesian optimization techniques.,5,Create "Discuss the principles of machine learning algorithms (e.g., supervised learning, unsupervised learning, reinforcement learning), explaining their applications and limitations.",1,Understand Retell the steps to implement frequency synthesis using,0,Remember Propose a system architecture for a cloud-based platform that enables real-time collaboration on large-scale software development projects.,5,Create "A security breach has occurred in your organization's network, and you are tasked with analyzing network traffic logs to identify the source of the attack. Evaluate the effectiveness of using intrusion detection systems (IDS) versus intrusion prevention systems (IPS) for detecting and mitigating cyber threats.",3,Analyze "Evaluate the impact of feature selection methods (e.g., filter methods, wrapper methods, embedded methods) on the performance of machine learning models.",3,Analyze Invent a novel technique for automatically generating code documentation that enhances readability and maintainability of software projects.,5,Create Judge the efficiency of a recommendation system in providing personalized content or product recommendations.,4,Evaluate Debate the ethical implications of using facial recognition technology for surveillance purposes in public spaces.,4,Evaluate "Design a novel deep learning architecture for multi-modal sentiment analysis, incorporating text, audio, and visual cues for more accurate sentiment prediction.",5,Create "Contrast the principles of static and dynamic equilibrium in mechanical systems, discussing their implications on stability and vibration analysis.",3,Analyze "Your organization is implementing a time series forecasting model for predicting stock prices. Compare the performance of traditional statistical models (e.g., ARIMA, SARIMA) versus deep learning models (e.g., LSTM, GRU) in capturing complex patterns and trends in financial time series data.",3,Analyze Judge the effectiveness of a data anonymization technique in protecting sensitive information while preserving data utility.,4,Evaluate Imagine you're developing a web application for an e-commerce platform. Describe how you would implement session management to maintain user authentication and track shopping cart contents across multiple pages.,1,Understand Formulate an algorithm for optimizing the design of passive solar heating systems in residential buildings to minimize heating costs and environmental impact.,5,Create Debate the ethical considerations of using exoskeletons for military applications and soldier augmentation.,4,Evaluate "Design a deep learning-based system for automated fraud detection in financial transactions, incorporating both structured and unstructured data sources.",5,Create Design a new methodology for optimizing the thermal performance of building envelopes using passive cooling techniques and advanced insulation materials.,5,Create "Compare the characteristics of different materials (e.g., metals, polymers, ceramics) in terms of their mechanical properties and suitability for specific engineering applications.",3,Analyze Create a system for automatically generating personalized product recommendations for e-commerce platforms using collaborative filtering and content-based filtering.,5,Create "Distinguish between different types of construction project delivery methods (e.g., design-bid-build, design-build, construction management at risk), discussing their impact on project schedule and cost control.",3,Analyze Design a new encryption scheme that combines the principles of RSA and elliptic curve cryptography for enhanced security.,5,Create "Judge the reliability of a satellite positioning system (e.g., GPS, Galileo) in providing accurate location information for navigation services.",4,Evaluate "Evaluate the environmental impact of different construction techniques (e.g., traditional construction, modular construction, green building) in terms of energy consumption and waste generation.",3,Analyze "A construction company is planning a sustainable building project with a focus on energy efficiency and environmental performance. Analyze the green building principles (e.g., passive solar design, energy-efficient HVAC systems, renewable energy integration) and recommend design strategies for achieving LEED (Leadership in Energy and Environmental Design) certification and minimizing the building's carbon footprint.",3,Analyze "Discuss the principles of structural steel connections, explaining types such as bolted connections, welded connections, and riveted connections.",1,Understand Analyze the potential societal impacts of large-scale infrastructure projects on local communities and cultural heritage.,2,Apply Recognize the syntax for defining a reinforced concrete beam reinforcement detail?,0,Remember Propose innovative solutions for reducing energy consumption in industrial refrigeration systems.,2,Apply Judge the effectiveness of adaptive beamforming techniques in improving the signal-to-noise ratio (SNR) in wireless communication systems.,4,Evaluate Analyze the ethical considerations surrounding the use of autonomous robots for hazardous tasks in manufacturing environments.,2,Apply Compare the various types of roofing materials in terms of their durability and weather resistance.,1,Understand Examine the purpose of a stormwater drainage system in urban planning?,0,Remember Recall the characteristics of a brute-force attack in password cracking?,0,Remember "As a civil engineer, you are planning the layout of a highway interchange to improve traffic flow and reduce congestion. Explain how you would apply traffic engineering principles and geometric design standards to optimize lane configurations and merge/diverge areas for safe and efficient traffic movement.",2,Apply Propose a method for integrating green infrastructure such as green roofs and rain gardens into urban development projects to mitigate urban heat islands.,5,Create Propose innovative solutions for enhancing the resilience of critical infrastructure to extreme weather events and natural disasters.,2,Apply Evaluate the effectiveness of using computational fluid dynamics (CFD) simulations for analyzing airflow around vehicles.,2,Apply Evaluate the evidence supporting the use of deep learning models for natural language processing tasks.,2,Apply Criticize the reliability of synchronization methods used in digital communication systems for maintaining timing and phase alignment.,4,Evaluate "Compare the features and scalability of different cloud storage services (e.g., Amazon S3, Google Cloud Storage, Microsoft Azure Blob Storage) for hosting large-scale data repositories.",3,Analyze "Interpret the concept of load balancing algorithms, discussing their strategies for distributing traffic across servers efficiently.",1,Understand "Distinguish between ensemble learning methods (e.g., bagging, boosting, stacking), assessing their effectiveness in improving predictive accuracy and robustness of models.",3,Analyze Devise a system for automatically generating synthetic training data for natural language understanding tasks such as sentiment analysis and entity recognition.,5,Create Propose creative solutions for reducing the environmental impact of data centers while maintaining their performance and reliability.,2,Apply "You are tasked with developing a sustainable transportation infrastructure for a metropolitan city to promote multimodal mobility and reduce traffic congestion. Create an integrated transportation network that includes public transit systems, bicycle lanes, pedestrian walkways, and smart mobility solutions such as ride-sharing and electric scooters, incorporating traffic simulation models, travel demand forecasting, and accessibility analysis for efficient and equitable urban transportation planning.",5,Create Assess the reliability of AI-driven natural language generation systems.,4,Evaluate Hypothesize a method for improving the efficiency of garbage collection in programming languages by dynamically adjusting collection thresholds.,5,Create Evaluate the trade-offs between using shallow and deep learning models for tasks such as feature extraction and pattern recognition in high-dimensional data.,3,Analyze Examine the purpose of a geotechnical report in construction project planning?,0,Remember Recognize the differences between a gravity dam and an arch dam in dam engineering?,0,Remember "A manufacturing facility is implementing a lean production system for optimizing workflow efficiency and reducing waste in production processes. Analyze the principles of lean manufacturing (e.g., just-in-time production, continuous improvement, value stream mapping) and recommend strategies for implementing lean practices in the facility.",3,Analyze "Compare the different types of antennas (e.g., dipole, patch, Yagi-Uda) in terms of their radiation patterns and directivity.",1,Understand "Interpret the concept of lambda expressions in functional programming languages, demonstrating their use for concise code and higher-order functions.",1,Understand Enumerate the differences between a shallow copy and a deep copy of an object?,0,Remember Critically analyze the challenges and benefits of implementing smart city technologies for urban governance and sustainability.,2,Apply "A civil engineering firm is evaluating the structural integrity of bridge designs for seismic resilience. Critically analyze the seismic performance factors, including bridge piers, abutments, and foundation systems. Recommend seismic retrofitting techniques and design modifications to enhance bridge safety and durability in earthquake-prone regions.",4,Evaluate "Propose a new framework for real-time anomaly detection in network traffic using machine learning techniques, considering both accuracy and computational efficiency.",5,Create Propose and justify strategies for optimizing network performance in a cloud computing environment and evaluate their impact on scalability and reliability.,2,Apply "Evaluate the scalability of different load balancing algorithms (e.g., round-robin, least connections, weighted round-robin) in distributing traffic across server clusters.",3,Analyze Debate the ethical considerations of using geolocation data for location-based services and targeted advertising in mobile applications.,4,Evaluate "Compare the various authentication methods (e.g., passwords, biometrics, multi-factor authentication) in terms of their security and usability.",1,Understand Assess the effectiveness of flood mitigation measures in reducing the risk of urban flooding in coastal cities.,4,Evaluate Enumerate the differences between ductile and brittle fracture in material science?,0,Remember "Explain the concept of soil compaction and its significance in geotechnical engineering, discussing methods such as mechanical compaction and vibrocompaction.",1,Understand "Explain the concept of containerization (e.g., Docker, Kubernetes) and its advantages in software deployment and management.",1,Understand Propose a method for optimizing the design of wind turbine blades using topology optimization and additive manufacturing techniques for improved energy extraction.,5,Create Assess the security risks associated with the deployment of 5G networks and propose measures for enhancing network security.,4,Evaluate "Evaluate the effectiveness of different penetration testing methodologies (e.g., black-box testing, white-box testing, gray-box testing) in identifying vulnerabilities in network infrastructure.",3,Analyze "Compare the benefits and limitations of using cloud-based storage solutions (e.g., Dropbox, Google Drive, OneDrive) versus on-premises storage solutions for data backup and collaboration.",3,Analyze "Discuss the principles of wastewater treatment processes, explaining unit operations such as sedimentation, filtration, and disinfection.",1,Understand Recall the syntax for declaring a constant pointer to a constant integer in C++?,0,Remember Compare the various types of sensors used in mechanical systems in terms of their sensing principles and applications.,1,Understand Criticize the fairness and transparency of spectrum auction policies for allocating frequency bands to telecommunications operators.,4,Evaluate "Interpret the concept of system bandwidth in communication systems, discussing its relationship with data rate and modulation scheme.",1,Understand Enumerate the differences between symmetric and asymmetric encryption algorithms?,0,Remember Judge the effectiveness of AI-driven recommendation systems in personalized marketing.,4,Evaluate "Compare the characteristics of shallow neural networks and deep neural networks, assessing their suitability for modeling complex relationships in data.",3,Analyze "Compare the security features of different cryptographic hash functions (e.g., SHA-256, MD5, bcrypt) in protecting data integrity and preventing unauthorized access.",3,Analyze Your organization is deploying a 5G cellular network to provide high-speed internet access and low-latency communication services to urban areas. Analyze the differences between using millimeter-wave (mmWave) spectrum and sub-6 GHz spectrum for 5G deployment in dense urban environments.,3,Analyze Compare and contrast different error correction codes used in digital communication systems and analyze their performance in noisy channels.,2,Apply Solve a complex control problem involving real-time monitoring and control of traffic flow in urban road networks.,2,Apply Critically evaluate the ethical concerns associated with the use of facial recognition technology for public safety and law enforcement.,2,Apply Assess the security challenges of integrating Internet of Things (IoT) devices into telecommunications networks and propose solutions.,4,Evaluate "Differentiate between synchronous and asynchronous communication in distributed systems, illustrating with examples of each.",1,Understand "Discuss the principles of error control coding (e.g., convolutional codes, turbo codes), explaining their performance in noisy communication channels.",1,Understand Judge the scalability of a cloud storage solution for handling increasing volumes of data and user access requests.,4,Evaluate Compare and contrast different routing protocols used in wireless sensor networks and analyze their suitability for various applications.,2,Apply "Compare the features and performance of different time series forecasting methods (e.g., ARIMA, LSTM, Prophet) in predicting future trends and patterns in data.",3,Analyze "Judge the efficiency of green infrastructure solutions (e.g., green roofs, permeable pavements) in managing urban stormwater.",4,Evaluate "Invent a new method for quantifying the return on investment (ROI) of information technology (IT) projects, considering both financial and non-financial benefits.",5,Create "Interpret the concept of network segmentation, discussing its role in reducing attack surface and containing security breaches.",1,Understand Propose a framework for using graph neural networks to model and predict the spread of infectious diseases in urban populations.,5,Create "Discuss the principles of network routing algorithms, comparing and contrasting distance vector and link-state routing protocols.",1,Understand Critique the performance of wind energy systems in providing renewable energy for off-grid communities.,4,Evaluate "Evaluate the effectiveness of different lubrication techniques (e.g., boundary lubrication, hydrodynamic lubrication, mixed lubrication) in reducing friction and wear in mechanical systems.",3,Analyze "Design an autonomous underwater vehicle (AUV) for marine exploration and research, incorporating advanced sensing, navigation, and communication capabilities.",5,Create "Evaluate the reliability of different failure analysis techniques (e.g., root cause analysis, fault tree analysis, failure mode and effects analysis) in identifying failure mechanisms in engineering components.",3,Analyze Solve a challenging optimization problem involving hyperparameter tuning in deep learning models and evaluate the impact on model performance.,2,Apply Design a novel propulsion system for unmanned aerial vehicles (UAVs) that combines traditional combustion engines with electric propulsion for increased efficiency and range.,5,Create Imagine you are designing a high-performance suspension system for a racing car. Discuss how you would apply kinematics and dynamics analysis techniques to optimize suspension geometry and vehicle handling characteristics for different track conditions.,2,Apply Recognize the potential issues caused by race conditions in multithreaded programming?,0,Remember Assess the effectiveness of urban regeneration projects in revitalizing deteriorating urban neighborhoods.,4,Evaluate "Suppose you're analyzing medical image data for disease diagnosis. Explain how you would preprocess imaging data, train convolutional neural networks (CNNs), and interpret model predictions to assist radiologists in diagnosis.",1,Understand Analyze the potential risks and benefits of using autonomous construction drones for surveying and mapping.,2,Apply "You are designing a fiber optic communication network for transmitting high-speed data over long distances. Analyze the factors that affect the performance of fiber optic cables (e.g., attenuation, dispersion, bandwidth) and recommend solutions for optimizing signal transmission in the network.",3,Analyze Evaluate the ethical considerations surrounding the use of predictive analytics in criminal justice systems for risk assessment and sentencing.,2,Apply Critique the interpretability of a machine learning model in explaining its decision-making process.,4,Evaluate Propose a method for optimizing the design of heat exchangers in HVAC systems using topology optimization and additive manufacturing techniques.,5,Create "Distinguish between parametric and non-parametric models in statistical learning, assessing their suitability for modeling complex data distributions.",3,Analyze Devise a method for enhancing the safety of autonomous vehicles through the use of advanced sensor fusion techniques and real-time hazard detection algorithms.,5,Create "Contrast the principles of static and dynamic balancing in rotating machinery, discussing their respective effects on vibration and noise reduction.",3,Analyze "Interpret the concept of material hardness and its measurement methods, discussing their significance in material selection.",1,Understand Reproduce the steps to implement phase modulation using direct digital synthesis?,0,Remember "Explain the concept of tribology and its importance in mechanical engineering, discussing phenomena such as friction, wear, and lubrication.",1,Understand "Compare the structural stability of different bridge types (e.g., arch bridge, cable-stayed bridge, suspension bridge) under varying loading conditions and geographical settings.",3,Analyze Design a novel data encryption scheme that ensures both security and efficiency in cloud storage environments.,5,Create "Evaluate the effectiveness of different error-handling strategies in software development, such as exception handling versus error codes.",3,Analyze Criticize the generalization capability of a deep learning model trained on biased datasets.,4,Evaluate Analyze the ethical implications of using facial recognition technology for surveillance in public spaces.,2,Apply Debate the ethical considerations of using network traffic analysis for user profiling and targeted advertising in telecommunications networks.,4,Evaluate "A telecommunications provider is evaluating the performance of wireless communication systems for rural connectivity. Critically analyze the coverage, bandwidth, and reliability of wireless networks, including 4G LTE and satellite broadband. Propose network optimization techniques and rural broadband deployment strategies to bridge the digital divide and improve internet access in underserved areas.",4,Evaluate Judge the effectiveness of data augmentation techniques in improving model robustness.,4,Evaluate "Compare the various types of sorting algorithms (e.g., bubble sort, merge sort, quick sort) in terms of their time complexity and suitability for different datasets.",1,Understand Solve a hypothetical scenario involving a data breach in a financial institution and propose a comprehensive incident response plan.,2,Apply Identify the characteristics of a truss bridge in bridge engineering?,0,Remember Assess the reliability of flood forecasting models in predicting riverine and urban flooding events.,4,Evaluate Compare and contrast different methods for secure authentication in web applications and analyze their vulnerabilities.,2,Apply Analyze the potential environmental impacts of using internal combustion engines versus electric motors in automotive propulsion systems.,2,Apply "Compare the features and scalability of different database replication methods (e.g., master-slave, master-master) for achieving high availability and disaster recovery.",3,Analyze Judge the fairness of AI-driven algorithms in judicial sentencing and parole prediction.,4,Evaluate Propose and justify strategies for optimizing the efficiency of solar thermal power plants and evaluate their impact on energy production.,2,Apply Compare and contrast different clustering algorithms and analyze their effectiveness in grouping similar data points.,2,Apply Debate the ethical considerations of using deep packet inspection (DPI) technology for network traffic analysis and content filtering.,4,Evaluate Devise a system for harvesting energy from ambient vibrations in infrastructure such as bridges and buildings to power remote sensing devices.,5,Create "Compare the features and performance of different data loss prevention (DLP) solutions (e.g., content inspection, contextual analysis, encryption) in preventing sensitive data leaks.",3,Analyze "As a mechanical engineer, you are designing a lightweight bicycle frame for competitive racing. Describe how you would apply finite element analysis (FEA) and material selection criteria to optimize the frame geometry and ensure structural integrity under dynamic loading conditions.",2,Apply Solve a complex optimization problem involving structural design and evaluate the reliability of the optimized design.,2,Apply Examine the purpose of a strain gauge in experimental stress analysis?,0,Remember Examine the purpose of a captive portal in guest Wi-Fi networks?,0,Remember "Evaluate the scalability of different container orchestration platforms (e.g., Kubernetes, Docker Swarm, Apache Mesos) in managing containerized applications at scale.",3,Analyze Critically analyze the performance of different machine learning algorithms for image classification tasks.,2,Apply "Evaluate the impact of different hyperparameter optimization techniques (e.g., grid search, random search, Bayesian optimization) on improving model generalization.",3,Analyze "Compare the efficiency of different text embedding techniques (e.g., Word2Vec, GloVe, BERT) in capturing semantic relationships in textual data.",3,Analyze Recall the characteristics of a DDoS (Distributed Denial of Service) attack?,0,Remember "Explain the concept of bias in machine learning algorithms, discussing its sources and implications for model fairness and inclusivity.",1,Understand Reproduce the steps to calculate the bearing capacity of a pile foundation?,0,Remember "Compare the principles of analog and digital modulation techniques, discussing their advantages and applications in communication systems.",1,Understand Evaluate the effectiveness of using Geographic Information Systems (GIS) for spatial analysis in urban planning.,2,Apply "Compare the features and performance of different modulation-demodulation techniques (e.g., AM, FM, PM) in analog communication systems.",3,Analyze Examine the syntax of a function template in C++?,0,Remember Evaluate the potential risks and benefits of using renewable energy sources for powering desalination plants.,2,Apply "Compare the interpretability of decision trees and ensemble models (e.g., random forests, gradient boosting) in modeling complex relationships in data.",3,Analyze "An electronics manufacturer is assessing the reliability of semiconductor devices for aerospace applications. Evaluate the failure modes and mechanisms of electronic components, including integrated circuits (ICs) and microprocessors. Recommend reliability testing methods and qualification standards to ensure the quality and durability of electronic systems in harsh operating environments.",4,Evaluate Examine the difference between static and dynamic linking in software development?,0,Remember Plan a federated learning framework for collaborative training of machine learning models across multiple healthcare institutions while preserving patient privacy.,5,Create "Compare the different types of digital modulation schemes (e.g., ASK, FSK, PSK) in terms of their power efficiency and complexity.",1,Understand Create a system for automatically detecting and mitigating phishing attacks in email communications using machine learning and natural language processing.,5,Create Create a new deep learning architecture for generating realistic synthetic images that can be used for data augmentation in computer vision tasks.,5,Create "You are tasked with designing an innovative wireless communication system for a smart city project to provide seamless connectivity to IoT devices, autonomous vehicles, and urban infrastructure. Create a communication architecture that leverages emerging technologies such as 5G, mmWave, and edge computing to ensure low latency, high reliability, and scalability for diverse urban applications.",5,Create "Compare the various types of network protocols (e.g., TCP, UDP, ICMP) in terms of their characteristics and use cases.",1,Understand "Explain the concept of zero-trust security model, discussing its principles and benefits in modern network architectures.",1,Understand Identify the potential issues caused by memory leaks in software development?,0,Remember Debate the ethical implications of using artificial intelligence algorithms for autonomous weapons systems in military operations.,4,Evaluate Analyze the potential risks and benefits of using facial recognition technology for law enforcement and surveillance purposes.,2,Apply Suppose you're implementing a multiplexing scheme for transmitting multiple signals over a single communication channel. Describe the principles of time division multiplexing (TDM) and frequency division multiplexing (FDM) you would utilize to allocate bandwidth efficiently.,1,Understand Assess the feasibility of using prefabricated modular construction techniques for rapid housing development.,4,Evaluate "Design a novel antenna array configuration for next-generation wireless communication systems to improve coverage, capacity, and spectral efficiency.",5,Create Assess the scalability of a serverless computing platform for deploying and running event-driven applications.,4,Evaluate State the output of a given Bode plot representing a second-order system?,0,Remember Recognize the purpose of MAC address filtering in wireless network security?,0,Remember Devise a system for automatically generating personalized recommendations for online shoppers based on their browsing and purchasing history.,5,Create "Contrast the principles of internal and external combustion engines, discussing their respective thermodynamic cycles and energy conversion processes.",3,Analyze Quote the definition of a dangling reference in programming?,0,Remember Judge the reliability of a security information and event management (SIEM) system in detecting and responding to cybersecurity incidents.,4,Evaluate Evaluate the effectiveness of using machine learning algorithms for predictive maintenance in heavy machinery.,2,Apply Enumerate the advantages of using recursion in programming?,0,Remember Criticize the fairness and transparency of spectrum sharing mechanisms for enabling coexistence between different wireless technologies.,4,Evaluate "Discuss the principles of network monitoring tools (e.g., Wireshark, Nagios), explaining their functionalities for troubleshooting and performance optimization.",1,Understand Propose creative solutions for reducing the environmental impact of electronic waste (e-waste) generated by consumer electronics.,2,Apply Propose a new method for automatically generating natural language descriptions of machine learning model predictions to enhance model explainability.,5,Create Debate the ethical considerations of using AI algorithms for facial emotion recognition.,4,Evaluate "Contrast the features and performance of different anomaly detection algorithms (e.g., isolation forest, one-class SVM, autoencoders) in identifying outliers in data.",3,Analyze "Your organization is planning a bridge rehabilitation project to extend the service life of an aging bridge structure. Compare the structural strengthening techniques (e.g., steel reinforcement, carbon fiber wraps, post-tensioning) and recommend solutions for addressing corrosion damage and structural deterioration in the bridge components.",3,Analyze "Imagine you're implementing a reinforcement learning algorithm for training an autonomous robot to navigate a maze. Explain how you would define the environment, reward structure, and exploration-exploitation strategy to learn an optimal policy.",1,Understand "Consider you're implementing an enterprise resource planning (ERP) system for a manufacturing company. Explain how you would integrate modules for inventory management, supply chain optimization, and financial reporting to streamline business processes.",1,Understand "Compare the security features of different virtual private network (VPN) technologies (e.g., SSL VPN, IPSec VPN, PPTP) in providing secure remote access to corporate networks.",3,Analyze "Discuss the principles of geotechnical earthquake engineering, explaining methods for site characterization, liquefaction analysis, and ground improvement.",1,Understand Analyze the potential environmental impacts of using hydraulic fracturing (fracking) for extracting natural gas from shale formations.,2,Apply Assess the effectiveness of a data loss prevention (DLP) solution in preventing unauthorized data exfiltration and leakage.,4,Evaluate Recall the characteristics of a Z-transform in digital signal processing?,0,Remember Evaluate the trade-offs between using a synchronous and asynchronous communication model in distributed systems architecture.,3,Analyze Judge the reliability of computational materials modeling in predicting material properties and behavior.,4,Evaluate Devise a system for automatically inspecting and detecting defects in large-scale welded structures using robotic non-destructive testing techniques.,5,Create Design a scalable and secure authentication system for decentralized digital identities using blockchain technology.,5,Create Develop a new framework for interpretable machine learning models that provide insights into model decision-making processes for better transparency and trust.,5,Create "Evaluate the reliability of different synchronization methods (e.g., bit synchronization, frame synchronization, word synchronization) in digital communication systems.",3,Analyze "Compare the environmental impact of different construction materials (e.g., concrete, steel, timber) in terms of embodied carbon and life cycle assessment.",3,Analyze Propose a framework for implementing zero-trust security architecture in enterprise networks to mitigate insider threats and unauthorized access.,5,Create Analyze the potential societal impacts of widespread automation and job displacement due to advances in artificial intelligence and robotics.,2,Apply State the output of a given regular expression match operation in Python?,0,Remember Evaluate the trade-offs between using relational databases and NoSQL databases for storing and querying large-scale datasets in distributed systems.,3,Analyze Analyze the potential risks and benefits of using artificial intelligence for autonomous maintenance scheduling in manufacturing plants.,2,Apply "Discuss the principles of model deployment and monitoring in production environments, explaining strategies for ensuring model reliability and performance.",1,Understand "Your organization is developing a noise control system for reducing environmental noise pollution in urban areas. Compare the effectiveness of using passive noise control measures (e.g., sound barriers, acoustic panels) versus active noise control techniques (e.g., adaptive noise cancellation, noise masking) for mitigating noise impacts on nearby residents.",3,Analyze Propose and evaluate innovative solutions for reducing carbon emissions from construction activities.,2,Apply Plan a framework for implementing explainable AI (XAI) techniques in healthcare systems to provide clinicians with insights into the decision-making process of AI models.,5,Create Solve a cybersecurity challenge involving network intrusion detection and critically evaluate the effectiveness of different intrusion detection systems.,2,Apply "Interpret the concept of traffic engineering, discussing topics such as traffic flow theory, traffic control devices, and transportation planning.",1,Understand "Debate the ethical considerations of using biometric authentication methods (e.g., fingerprint, facial recognition) in law enforcement.",4,Evaluate Examine the purpose of a proxy server in web caching?,0,Remember Compare the various types of materials used in mechanical engineering in terms of their mechanical properties and applications.,1,Understand Critique the accuracy of dynamic simulation models in predicting the performance of robotic manipulators.,4,Evaluate "Suppose you're planning the deployment of a fiber optic network for high-speed internet access. Describe the fiber optic cable types, connector interfaces, and installation techniques you would use to optimize signal integrity and bandwidth.",1,Understand "Contrast the principles of passive and active solar heating systems, discussing their respective contributions to energy efficiency and indoor thermal comfort.",3,Analyze Consider you're designing a wireless sensor network for environmental monitoring. Explain how you would select suitable communication protocols and energy-efficient routing algorithms to prolong network lifetime and data reliability.,1,Understand "Evaluate the performance impact of different multiple access techniques (e.g., TDMA, FDMA, CDMA) on spectral efficiency and user capacity in cellular networks.",3,Analyze "Suppose you're configuring a firewall for a corporate network. Explain how you would define access control policies, create firewall rules, and implement network address translation (NAT) to secure incoming and outgoing traffic.",1,Understand "Contrast the benefits and drawbacks of using analog and digital modulation schemes in wireless communication, discussing their suitability for different applications.",3,Analyze Devise a system for automatically inspecting and repairing pipeline infrastructure using autonomous robotic platforms equipped with sensors and repair tools.,5,Create Assess the efficiency of energy harvesting systems in converting ambient energy into electrical power.,4,Evaluate Debate the ethical considerations of using biodegradable materials for erosion control and slope stabilization.,4,Evaluate Propose and justify strategies for optimizing the performance of a web server handling millions of concurrent requests.,2,Apply Invent a method for automatically generating music playlists tailored to individual preferences and mood using machine learning and audio analysis.,5,Create "Explain the concept of signal-to-noise ratio (SNR) in communication systems, discussing its importance for signal quality.",1,Understand Invent a method for enhancing the resilience of coastal communities to sea level rise and storm surges through natural shoreline protection measures and engineered solutions.,5,Create Solve a challenging optimization problem involving fluid flow in pipes and evaluate the performance of different turbulence models.,2,Apply "Discuss the principles of combustion in internal combustion engines, explaining factors such as air-fuel ratio, ignition timing, and combustion chamber design.",1,Understand Debate the ethical implications of using autonomous underwater vehicles (AUVs) for marine exploration and research.,4,Evaluate Tabulate the differences between a contour map and a topographic map in surveying?,0,Remember Devise a system for optimizing the energy efficiency of wireless sensor networks (WSNs) through energy harvesting and adaptive power management.,5,Create "Imagine you're planning a water supply network for a municipal area. Explain how you would perform hydraulic analysis, size pipes, and select pump stations to ensure adequate water pressure and flow distribution to consumers.",1,Understand "An automotive company is assessing the safety features of autonomous vehicles for consumer adoption. Evaluate the reliability of sensors and perception algorithms used in autonomous driving systems, including lidar, radar, and computer vision. Propose validation methods and real-world testing scenarios to evaluate the safety and reliability of autonomous vehicles in diverse driving conditions.",4,Evaluate A software project you are working on involves processing large volumes of streaming data. Compare the suitability of using Apache Kafka versus Apache Storm for real-time stream processing in this project.,3,Analyze Design an innovative wastewater treatment plant that utilizes decentralized treatment technologies and natural treatment systems for wastewater reuse and resource recovery.,5,Create Evaluate the trade-offs between using a relational database management system (RDBMS) versus a NoSQL database for handling big data applications.,2,Apply "Evaluate the reliability of different distributed consensus algorithms (e.g., Paxos, Raft, ZAB) in ensuring data consistency and fault tolerance in distributed systems.",3,Analyze You are designing a distributed caching system for improving the performance of a microservices architecture. Compare the features and scalability of Redis versus Memcached for caching data in distributed systems.,3,Analyze "Compare the aerodynamic performance of different airfoil shapes (e.g., NACA profiles, symmetrical airfoils, cambered airfoils) in aircraft and wind turbine design.",3,Analyze "Compare the performance of different modulation techniques (e.g., QAM, QPSK, BPSK) in terms of spectral efficiency and error robustness in digital communication systems.",3,Analyze Criticize the fairness of machine learning algorithms in hiring and recruitment.,4,Evaluate Compare the benefits and drawbacks of using supervised learning and reinforcement learning approaches in training autonomous agents for decision-making tasks.,3,Analyze "Distinguish between baseband and passband transmission methods, discussing their suitability for different types of communication signals.",3,Analyze Describe the significance of a captive portal in guest Wi-Fi networks?,0,Remember "Contrast the principles of passive and active fire protection systems in building design, discussing their effectiveness in preventing fire spread and protecting occupants.",3,Analyze "Evaluate the seismic performance of different building structural systems (e.g., moment-resisting frame, shear wall, braced frame) in earthquake-prone regions.",3,Analyze "Design a personalized recommendation system for e-commerce platforms that takes into account user preferences, browsing history, and purchase behavior.",5,Create Debate the ethical considerations of using predictive analytics for user behavior analysis and targeted advertising in mobile applications.,4,Evaluate "You are developing a cloud security posture management (CSPM) solution for monitoring and enforcing security policies in cloud environments. Create a CSPM platform that enables continuous security monitoring, compliance assessment, and remediation of security misconfigurations across multi-cloud and hybrid cloud infrastructures to reduce security risks and ensure regulatory compliance.",5,Create Imagine a new cloud computing service tailored for IoT applications. Design its architecture and identify key components for managing IoT data.,5,Create Hypothesize an algorithm for optimizing resource allocation in multi-cloud environments to minimize costs and maximize performance.,5,Create "Discuss the principles of wave propagation in communication systems (e.g., line-of-sight, ground wave, sky wave), explaining their characteristics and applications.",1,Understand Debate the ethical implications of using predictive analytics in employment recruitment for candidate screening and selection.,4,Evaluate Plan a strategy for implementing continuous integration and continuous deployment (CI/CD) pipelines for accelerating software delivery in agile development environments.,5,Create Formulate an algorithm for optimizing routing decisions in wireless mesh networks to minimize latency and maximize throughput.,5,Create Debate the ethical implications of using autonomous drones for package delivery and logistics.,4,Evaluate Compare the advantages and disadvantages of using analog and digital filters in signal processing applications.,3,Analyze "Explain the concept of construction scheduling and project management techniques, discussing methods such as Gantt charts, critical path analysis, and lean construction.",1,Understand Judge the reliability of fault diagnosis algorithms in identifying and isolating faults in mechanical systems.,4,Evaluate Assess the reliability of machine learning algorithms in detecting and mitigating cybersecurity threats.,4,Evaluate "A transportation company is developing an aerodynamic design for a high-speed train to reduce air resistance and increase energy efficiency. Analyze the aerodynamic principles (e.g., drag reduction, laminar flow control, boundary layer manipulation) and recommend design modifications for optimizing the train's aerodynamic performance.",3,Analyze Debate the ethical implications of using facial recognition technology for identity verification in telecommunications services.,4,Evaluate "Contrast the principles of pulse amplitude modulation (PAM) and pulse code modulation (PCM) in digital communication systems, discussing their applications and limitations.",3,Analyze Invent a method for enhancing the reliability of communication links in deep-space missions through the use of advanced error correction coding and signal processing techniques.,5,Create Compare the different types of construction materials in terms of their properties and applications in building construction.,1,Understand "Compare the different types of multiplexing techniques (e.g., FDM, TDM, CDMA) in terms of their bandwidth utilization and complexity.",1,Understand You are leading the design of a renewable energy infrastructure project involving the construction of a wind farm in a rural area. Describe how you would apply structural engineering principles and wind load analysis methods to design turbine foundations and support structures capable of withstanding wind loads and vibrations.,2,Apply "Evaluate the reliability of different error correction codes (e.g., Reed-Solomon, Turbo codes, LDPC codes) in mitigating channel noise and improving data transmission reliability.",3,Analyze "Explain the concept of urban drainage systems, discussing components such as stormwater sewers, culverts, and retention ponds.",1,Understand Criticize the efficiency of a sorting algorithm in terms of time complexity and space complexity.,4,Evaluate Recognize the syntax for configuring ACLs (Access Control Lists) on a router interface?,0,Remember Invent a method for automatically generating strong and unique passwords for user accounts based on user preferences and security policies.,5,Create "Interpret the concept of network slicing in 5G networks, discussing its implications for network customization and resource allocation.",1,Understand "Explain the concept of hyperparameter tuning techniques, discussing their strategies for optimizing model performance.",1,Understand Interpret the concept of dimensional analysis and its applications in fluid mechanics and heat transfer.,1,Understand "A cybersecurity firm is analyzing the effectiveness of threat intelligence feeds in detecting and mitigating cyber threats. Evaluate the quality and reliability of threat intelligence sources, including indicators of compromise (IOCs), malware signatures, and attack patterns. Recommend threat intelligence platforms and integration techniques to enhance threat detection capabilities and incident response readiness.",4,Evaluate "Contrast the features and scalability of different cloud computing service models (e.g., IaaS, PaaS, SaaS) for deploying and managing enterprise applications.",3,Analyze You are responsible for implementing a data backup and recovery strategy for your organization's critical systems and applications. Compare the advantages and limitations of using traditional tape backups versus cloud-based backup solutions such as AWS Backup and Azure Backup.,3,Analyze "Contrast the principles of reinforcement learning and imitation learning in training autonomous agents, discussing their applications in robotics and game playing.",3,Analyze Analyze the ethical considerations surrounding the relocation of communities for infrastructure development projects.,2,Apply "Interpret the concept of data privacy and ethics in AI & DS, discussing challenges such as algorithmic bias, data anonymization, and informed consent.",1,Understand Recognize the syntax for defining a loss function in TensorFlow?,0,Remember Critically evaluate the impact of quantum computing on cryptography and cybersecurity protocols.,2,Apply "Discuss the principles of water supply systems, explaining components such as pipelines, pumps, and storage reservoirs.",1,Understand Imagine you are designing a hydraulic system for heavy machinery. Describe how you would apply fluid dynamics principles and hydraulic component selection criteria to optimize system performance and control actuator movements with precision.,2,Apply Judge the efficiency of an adaptive modulation and coding scheme in maximizing data throughput in wireless communication channels.,4,Evaluate Criticize the sustainability of a transportation infrastructure project in terms of its environmental impact and resource usage.,4,Evaluate Critique the effectiveness of a software-defined networking (SDN) solution in optimizing network resource allocation and traffic management.,4,Evaluate "Evaluate the structural integrity of different composite materials (e.g., carbon fiber reinforced polymer, glass fiber reinforced polymer, aramid fiber reinforced polymer) under complex loading conditions.",3,Analyze Invent a new approach for enhancing the durability of concrete structures in marine environments through advanced surface treatments and corrosion-resistant materials.,5,Create "Evaluate the effectiveness of different software design patterns (e.g., singleton, factory, observer) in promoting code reusability and maintainability.",3,Analyze Debate the ethical implications of using autonomous drones for environmental monitoring and ecological research.,4,Evaluate "Compare the features and performance of different equalization techniques (e.g., linear equalization, decision feedback equalization, adaptive equalization) in compensating for channel distortion.",3,Analyze Evaluate the evidence supporting the use of blockchain technology for ensuring data integrity in supply chain management systems.,2,Apply "Explain the concept of pneumatic actuators, discussing their advantages and limitations compared to hydraulic actuators.",1,Understand Debate the ethical considerations of using exoskeletons for enhancing human performance in industrial work environments.,4,Evaluate "Contrast the principles of pneumatic and hydraulic systems, discussing their respective advantages and limitations in actuation and control applications.",3,Analyze Describe the purpose of a load cell in force measurement?,0,Remember Compare the different types of manufacturing processes in terms of their material removal mechanisms and surface finish.,1,Understand Imagine you are developing a video streaming platform. Describe how you would apply adaptive bitrate streaming techniques to optimize video playback quality based on users' network conditions and device capabilities.,2,Apply "A financial institution is considering adopting blockchain technology for secure and transparent transactions. Evaluate the potential benefits and challenges of blockchain implementation in financial services, including factors such as scalability, interoperability, and regulatory compliance. Recommend use cases and implementation strategies to maximize the value of blockchain in financial operations.",4,Evaluate Assess the feasibility of implementing blockchain technology for ensuring the integrity and transparency of supply chain management.,4,Evaluate "Evaluate the effectiveness of various concurrency control mechanisms (e.g., locking, optimistic concurrency control) in multi-user database environments.",3,Analyze "Imagine a new sustainable urban planning strategy for developing eco-friendly cities. Design its layout, infrastructure, and green spaces to promote environmental sustainability.",5,Create A research project involves designing a radio frequency identification (RFID) system for tracking inventory and assets in a warehouse. Compare the advantages and limitations of using passive RFID tags versus active RFID tags for asset tracking in indoor and outdoor environments.,3,Analyze "Compare the various types of modulation index in amplitude modulation (AM), frequency modulation (FM), and phase modulation (PM).",1,Understand "A social media platform is facing criticism for its content moderation policies and handling of misinformation. Evaluate the platform's current content moderation practices, including algorithmic filtering, user reporting mechanisms, and community guidelines enforcement. Propose improvements to enhance transparency, fairness, and accountability in content moderation decisions.",4,Evaluate Propose a framework for implementing quantum communication protocols such as quantum key distribution (QKD) for ultra-secure communication networks.,5,Create "Compare the different types of file systems (e.g., FAT32, NTFS, ext4) used in operating systems, discussing their features and limitations.",1,Understand Propose a novel mechanism for converting waste heat from industrial processes into usable electrical energy to improve overall energy efficiency.,5,Create Compare the time complexity of quicksort and mergesort algorithms for sorting large datasets.,3,Analyze Assess the feasibility of using autonomous construction vehicles for earthmoving and site preparation.,4,Evaluate Evaluate the effectiveness of using machine learning algorithms for detecting and preventing cyberattacks in real-time.,2,Apply "Imagine you are overseeing the construction of a sustainable housing development aiming for net-zero energy consumption. Discuss how you would apply building information modeling (BIM) technology and energy-efficient design strategies to optimize building orientation, insulation, HVAC systems, and renewable energy integration to achieve energy neutrality.",2,Apply Criticize the reliability of non-destructive testing methods in detecting defects in welded joints.,4,Evaluate Analyze the potential security vulnerabilities introduced by Internet of Things (IoT) devices in smart home environments.,2,Apply Judge the sustainability of water supply management strategies in arid and water-stressed regions.,4,Evaluate "Compare the efficiency of different graph traversal algorithms (e.g., breadth-first search, depth-first search) for analyzing large-scale networks.",3,Analyze "Compare the efficiency of different carrier recovery techniques (e.g., PLL, FLL, Costas loop) in coherent demodulation of phase-shift keyed signals.",3,Analyze "Explain the concept of reinforcement learning, discussing its use for training agents to interact with dynamic environments and maximize cumulative rewards.",1,Understand "You are designing an innovative bridge structure for crossing a major waterway in an urban area. Create a bridge design that incorporates sustainable materials, modular construction techniques, and aesthetic considerations to minimize environmental impact, reduce construction time, and enhance visual appeal, incorporating structural analysis, finite element modeling, and wind tunnel testing for optimal bridge performance and durability.",5,Create Critique the accuracy of a natural language processing (NLP) model for sentiment analysis in customer feedback analysis.,4,Evaluate Formulate a new method for predictive maintenance of industrial machinery using machine learning algorithms to analyze sensor data and predict failure modes.,5,Create "Suppose you're analyzing soil settlement in a foundation system. Explain how you would perform soil consolidation tests, interpret settlement data, and estimate settlement predictions using empirical and analytical methods.",1,Understand Identify the differences between an interface and an abstract class in Java?,0,Remember Debate the ethical implications of using predictive analytics in law enforcement for crime prediction and prevention.,4,Evaluate Invent a method for fabricating lightweight and high-strength materials for use in aerospace and automotive applications using additive manufacturing.,5,Create Propose a method for integrating natural language processing (NLP) techniques into virtual assistants to enable more conversational and context-aware interactions.,5,Create "Your team is developing a mobile application that requires offline access to data. Compare the advantages and limitations of using local storage (e.g., SQLite database) versus cloud-based storage (e.g., Firebase) for caching data on mobile devices.",3,Analyze "Evaluate the performance impact of different network protocols (e.g., TCP, UDP, ICMP) on real-time communication applications such as VoIP and video conferencing.",3,Analyze Invent a method for enhancing the security of IoT devices and networks against cyberattacks and unauthorized access using blockchain technology.,5,Create "Compare the features and security of different remote desktop protocols (e.g., RDP, VNC, SSH) for accessing and controlling remote computers over a network.",3,Analyze Reproduce the steps to implement a merge sort algorithm in C?,0,Remember "Distinguish between analog and digital modulation techniques, assessing their suitability for transmitting voice, data, and video signals over communication channels.",3,Analyze Retell the steps to configure port forwarding on a firewall for hosting a web server?,0,Remember "Explain the concept of regularization techniques in machine learning, discussing their role in preventing overfitting.",1,Understand Compare the various types of welding processes in terms of their heat input and joint quality.,1,Understand "Interpret the concept of bandwidth in communication systems, discussing its relationship with data rate and channel capacity.",1,Understand "Compare the various types of machine learning algorithms, discussing their learning paradigms and applications.",1,Understand Critique the accuracy of computational fluid dynamics (CFD) simulations in predicting flow behavior in turbomachinery.,4,Evaluate Critically analyze the performance of different heat exchanger designs for maximizing thermal efficiency.,2,Apply Solve a hypothetical scenario involving distributed denial of service (DDoS) attacks on a cloud-based infrastructure and propose effective countermeasures.,2,Apply Criticize the efficiency of a digital signal processing algorithm in noise reduction for wireless communication systems.,4,Evaluate "Evaluate the effectiveness of different disaster recovery strategies (e.g., backup and restore, hot site, cold site) in minimizing data loss and downtime during system failures.",3,Analyze Examine the purpose of an ADC (Analog-to-Digital Converter) in signal processing?,0,Remember "Contrast the features and scalability of different cloud storage architectures (e.g., object storage, block storage, file storage) for storing and accessing data in cloud environments.",3,Analyze "Distinguish between imperative and declarative programming paradigms, providing examples of each.",3,Analyze Recognize the syntax for setting up a Verilog module for a counter circuit?,0,Remember Retell the steps to perform a plate load test for foundation design?,0,Remember Suppose you are developing a computer vision system for object detection in autonomous vehicles. Explain how you would apply convolutional neural networks (CNNs) and transfer learning techniques to train the model on annotated image datasets and recognize objects in real-time.,2,Apply Design a compiler optimization technique that leverages machine learning to automatically generate more efficient code for specific hardware architectures.,5,Create "An automotive manufacturer is developing a lightweight chassis design for improving fuel efficiency and vehicle performance. Analyze the trade-offs between using advanced materials (e.g., aluminum alloys, carbon fiber composites) versus conventional steel alloys for chassis construction in terms of strength, stiffness, and cost-effectiveness.",3,Analyze "As an IT administrator, you are upgrading the organization's email server infrastructure. Discuss how you would apply email filtering and anti-spam techniques to prevent phishing attacks and malware distribution.",2,Apply "Explain the concept of reinforced soil structures and their applications in slope stabilization, retaining walls, and bridge abutments.",1,Understand Tabulate the differences between a steel frame and a concrete frame in building construction?,0,Remember "Create a system for automatically generating personalized news summaries based on user interests, preferences, and reading habits using natural language processing.",5,Create "A manufacturing plant is analyzing the reliability of predictive maintenance models for optimizing equipment uptime and production efficiency. Evaluate the accuracy of predictive maintenance algorithms, including failure prediction, anomaly detection, and remaining useful life (RUL) estimation. Propose condition monitoring techniques and sensor integration solutions to improve predictive maintenance accuracy and reduce unplanned downtime.",4,Evaluate Devise a system for automatically detecting and mitigating signal interference in unmanned aerial vehicle (UAV) communication systems.,5,Create Devise a new concept for a modular robotic assembly system that can adapt to changing production requirements and product configurations.,5,Create "Evaluate the effectiveness of different incident response frameworks (e.g., NIST, SANS, ISO/IEC 27035) in handling cybersecurity incidents and minimizing business impact.",3,Analyze "An IoT (Internet of Things) startup is assessing the security vulnerabilities of smart home devices connected to its platform. Evaluate the potential risks associated with IoT device security, including data privacy, device authentication, and firmware updates. Recommend encryption protocols and security measures to protect user data and prevent unauthorized access to smart home devices.",4,Evaluate Compare and contrast different methods for quantifying the environmental impact of construction projects and analyze their accuracy.,2,Apply "Your organization is developing a seismic retrofitting plan for a historic building to improve its resilience to earthquake hazards. Compare the seismic retrofit techniques (e.g., base isolation, strengthening of structural elements, dampers installation) and recommend measures for enhancing the building's seismic performance while preserving its architectural integrity.",3,Analyze "Your team is tasked with designing a sustainable drainage system for a new housing development to mitigate the risk of urban flooding. Compare the effectiveness of using green infrastructure (e.g., rain gardens, permeable pavement) versus traditional stormwater management practices (e.g., detention basins, culverts) in reducing stormwater runoff and improving water quality.",3,Analyze Assess the efficiency of piezoelectric energy harvesting devices in converting mechanical vibrations into electrical energy.,4,Evaluate "Evaluate the thermal performance of different insulation materials (e.g., fiberglass, foam, cellulose) in building envelopes, considering factors such as thermal conductivity and R-value.",3,Analyze Judge the effectiveness of a mobile device management (MDM) solution in securing and monitoring corporate-owned mobile devices.,4,Evaluate Evaluate the evidence supporting the use of artificial neural networks for speech recognition in noisy environments.,2,Apply Debate the ethical considerations of using AI-driven autonomous vehicles in public transportation systems.,4,Evaluate "Explain the concept of fluid viscosity and its effects on flow behavior, discussing Newtonian and non-Newtonian fluids.",1,Understand Imagine you are configuring a virtual private network (VPN) for a remote workforce. Explain how you would apply encryption protocols and authentication mechanisms to secure communication channels between users and the corporate network.,2,Apply "A government agency is exploring the adoption of artificial intelligence (AI) for citizen services and administrative tasks. Evaluate the ethical implications of AI-powered decision-making systems in government operations, including concerns related to accountability, transparency, and bias. Recommend governance frameworks and oversight mechanisms to ensure responsible and equitable use of AI in public sector applications.",4,Evaluate Design a framework for implementing software-defined networking (SDN) solutions that enable dynamic network management and configuration.,5,Create Propose a framework for implementing green building certification standards in residential and commercial construction projects to promote energy efficiency and environmental stewardship.,5,Create "A retail company is planning to implement a data analytics platform for customer segmentation and personalized marketing. Evaluate the ethical considerations of collecting and analyzing customer data for targeted advertising, including issues related to privacy, consent, and algorithmic transparency. Propose ethical guidelines and data governance policies to ensure responsible data usage and protect consumer rights.",4,Evaluate "Discuss the principles of bridge engineering, explaining concepts such as bridge types, structural components, and load distribution mechanisms.",1,Understand Debate the ethical considerations of using predictive analytics in insurance underwriting for risk assessment and pricing.,4,Evaluate "An automotive manufacturer is evaluating the efficiency of thermal management systems for electric vehicle (EV) battery cooling. Critically assess the cooling strategies, including liquid cooling and air cooling methods, used to regulate battery temperature and optimize performance. Recommend thermal modeling techniques and battery cooling designs to enhance EV battery lifespan and driving range.",4,Evaluate Invent a method for automatically generating human-like captions for images using natural language processing and computer vision techniques.,5,Create Debate the ethical implications of using AI algorithms for predictive policing.,4,Evaluate Quote the definition of a reinforced earth retaining wall in geotechnical engineering?,0,Remember Propose a solution for implementing privacy-preserving contact tracing systems for infectious disease control using decentralized and encrypted data sharing.,5,Create Compare the advantages and limitations of using batch gradient descent and stochastic gradient descent optimization techniques in training neural networks.,3,Analyze "Recall the purpose of the ""virtual"" keyword in C++?",0,Remember "Discuss the principles of quantum cryptography, explaining its potential to revolutionize secure communication.",1,Understand "Suppose you're troubleshooting a synchronization issue in a synchronous digital hierarchy (SDH) network. Describe the synchronization sources, timing distribution methods, and clock recovery techniques you would analyze to maintain network synchronization.",1,Understand Invent a method for repurposing construction and demolition waste into sustainable building materials such as recycled aggregates and eco-friendly concrete.,5,Create "Your company is developing a computer vision system for automated defect detection in manufacturing processes. Compare the advantages and limitations of using supervised learning approaches (e.g., convolutional neural networks) versus unsupervised learning approaches (e.g., clustering algorithms) for anomaly detection in visual inspection tasks.",3,Analyze "Compare the scalability of different clustering algorithms (e.g., K-means, hierarchical clustering, DBSCAN) in grouping similar data points in large-scale datasets.",3,Analyze Create a system for managing and recycling construction and demolition waste to minimize landfill waste and promote circular economy principles.,5,Create "Contrast the benefits and limitations of using different gear types (e.g., spur gear, helical gear, worm gear) in mechanical power transmission systems.",3,Analyze Invent a method for dynamically adjusting transmission power levels in wireless networks to optimize energy consumption and coverage.,5,Create "Consider you're designing a cellular network for urban deployment. Explain how you would plan cell site locations, configure base station antennas, and optimize radio frequency (RF) coverage to provide seamless mobile connectivity.",1,Understand Compare and contrast different methods for reducing noise and vibration in automotive vehicles and analyze their effectiveness.,2,Apply Design a comprehensive cybersecurity strategy for safeguarding critical infrastructure systems against advanced persistent threats (APTs).,5,Create "Compare the various types of combustion chambers in internal combustion engines, discussing their combustion characteristics.",1,Understand Devise a system for automatically analyzing network traffic patterns to detect and prevent insider threats and unauthorized access in organizational networks.,5,Create "You are leading a team of engineers in developing a next-generation satellite communication network for global broadband connectivity. Create a satellite constellation design that optimizes coverage, capacity, and cost-effectiveness, incorporating advanced beamforming, frequency reuse, and inter-satellite links to deliver high-speed internet access to underserved regions worldwide.",5,Create Assess the effectiveness of a data masking solution in protecting sensitive data during development and testing.,4,Evaluate Compare and contrast different methods for evaluating the fairness and interpretability of machine learning models.,2,Apply "Explain the concept of prestressed concrete and its advantages in structural design, discussing methods such as pre-tensioning and post-tensioning.",1,Understand Devise a system for automatically detecting and repairing cracks in concrete infrastructure using self-healing materials and embedded sensors.,5,Create Debate the ethical considerations of using drones for aerial surveying and mapping in civil engineering projects.,4,Evaluate "Compare the structural performance of different beam configurations (e.g., simply supported beam, cantilever beam, continuous beam) under various loading conditions.",3,Analyze "Evaluate the impact of different modulation-demodulation techniques (e.g., ASK, FSK, PSK) on the performance of digital communication systems.",3,Analyze Identify the differences between symmetric and asymmetric encryption algorithms in terms of key distribution?,0,Remember Propose a method for implementing explainable AI (XAI) techniques in credit scoring systems to improve transparency and fairness.,5,Create Analyze the ethical dilemmas associated with the development and deployment of autonomous weapons systems.,2,Apply Suppose you are optimizing the aerodynamic performance of a commercial aircraft wing design. Explain how you would apply computational fluid dynamics (CFD) simulations and wind tunnel testing to analyze airflow patterns and reduce drag for fuel efficiency.,2,Apply "An autonomous vehicle company is developing a perception system for detecting and classifying objects in real-time. Analyze the trade-offs between using single sensor modalities (e.g., LiDAR, camera, radar) versus sensor fusion techniques for robust object detection and tracking in diverse environmental conditions.",3,Analyze Debate the ethical implications of using autonomous robots in search and rescue operations during natural disasters.,4,Evaluate Plan a disaster recovery strategy for critical infrastructure systems to ensure business continuity in the event of cyberattacks or natural disasters.,5,Create "A telecommunications company is evaluating the security measures of its 5G network infrastructure against potential cyber threats. Critically assess the effectiveness of current security protocols, including encryption standards, authentication mechanisms, and intrusion detection systems. Propose enhancements to strengthen network security and protect against emerging threats such as ransomware and DDoS attacks.",4,Evaluate List the advantages of using SSH (Secure Shell) over Telnet for remote access?,0,Remember Compare the different types of bearings in terms of their load-carrying capacity and friction characteristics.,1,Understand "Explain the concept of geosynthetics and their applications in civil engineering, discussing materials such as geotextiles, geomembranes, and geogrids.",1,Understand "Contrast the principles of generative adversarial networks (GANs) and autoencoders in unsupervised learning, discussing their applications in data generation and compression.",3,Analyze "Design a reinforcement learning-based system for autonomous energy management in smart grids, optimizing energy consumption and grid stability.",5,Create "Discuss the principles of fluid flow in pipes, explaining concepts such as laminar flow, turbulent flow, and Reynolds number.",1,Understand "Contrast the characteristics of imperative programming languages (e.g., C, Python) and functional programming languages (e.g., Haskell, Scala).",3,Analyze Reproduce the steps to configure a static IP address on a Linux machine?,0,Remember Reproduce the steps to configure SNMP (Simple Network Management Protocol) on a network device?,0,Remember List the advantages of using a flywheel in rotating machinery?,0,Remember Assess the feasibility of implementing network slicing for enabling service differentiation and resource isolation in 5G networks.,4,Evaluate Evaluate the evidence supporting the use of green infrastructure for stormwater management in urban environments.,2,Apply Judge the effectiveness of a bug bounty program in identifying and resolving security vulnerabilities in software applications.,4,Evaluate Assess the effectiveness of a reinforcement learning algorithm in optimizing resource allocation in dynamic environments.,4,Evaluate Enumerate the differences between axial and lateral loads on a structure?,0,Remember "Interpret the concept of transfer learning in deep learning, discussing its use for leveraging pre-trained models and adapting them to new tasks.",1,Understand Contrast the benefits and limitations of using a relational database management system (RDBMS) versus a NoSQL database for specific application scenarios.,3,Analyze Debate the ethical implications of using AI algorithms for predictive healthcare diagnostics.,4,Evaluate Recall the syntax for defining a concrete mix design?,0,Remember Critique the accuracy of channel estimation techniques in mitigating multipath fading effects in wireless communication channels.,4,Evaluate Devise a system for autonomously inspecting and repairing underwater pipelines using robotic platforms equipped with sensors and manipulators.,5,Create Judge the scalability of a distributed database system for handling concurrent read and write operations in a cloud environment.,4,Evaluate Invent a method for automatically generating synthetic training data for natural language processing tasks such as sentiment analysis and text classification.,5,Create Hypothesize an approach for mitigating bias and ensuring fairness in machine learning models trained on sensitive demographic data.,5,Create Formulate a strategy for implementing green building certification standards in residential and commercial construction projects to promote sustainability.,5,Create Judge the effectiveness of microelectromechanical systems (MEMS) sensors in measuring dynamic loads in structural health monitoring.,4,Evaluate Propose a framework for implementing secure data sharing and collaboration platforms for healthcare professionals using blockchain technology.,5,Create Design a novel algorithm for personalized recommendation systems that leverages both explicit and implicit user feedback to improve recommendation accuracy.,5,Create Plan a framework for implementing zero-trust security architecture in organizational networks to mitigate insider threats and unauthorized access.,5,Create "Describe the function of the ""nullptr"" keyword in C++?",0,Remember Critique the performance of active suspension systems in improving vehicle ride comfort and handling stability.,4,Evaluate Hypothesize an approach for leveraging blockchain technology to create a decentralized and secure marketplace for buying and selling spectrum licenses.,5,Create Examine the difference between,0,Remember Devise a system for automatically generating code refactorings to improve code readability and maintainability in large software projects.,5,Create You are designing a wireless sensor network for environmental monitoring in a remote area. Explain how you would apply energy harvesting techniques and low-power communication protocols to prolong the battery life of sensor nodes.,2,Apply Invent a new technique for reducing noise and vibration in mechanical systems through active vibration control and structural damping.,5,Create "Evaluate the suitability of various design patterns (e.g., singleton, factory method, observer) for addressing common software design challenges.",3,Analyze Analyze the ethical considerations surrounding the use of autonomous vehicles in emergency response and disaster relief operations.,2,Apply "As a cybersecurity expert, you are responsible for designing a secure authentication mechanism for a multi-factor authentication (MFA) system to prevent unauthorized access to sensitive systems and data. Create a detailed architecture diagram illustrating the components of the MFA system, such as biometric authentication, token-based authentication, and risk-based authentication.",5,Create "Hypothesize an approach for using reinforcement learning to optimize supply chain management decisions, such as inventory control and logistics planning.",5,Create "Differentiate between strong and weak typing in programming languages, discussing their implications on code safety and flexibility.",1,Understand Evaluate the effectiveness of different machine learning algorithms for sentiment analysis of social media data.,2,Apply Tabulate the differences between a girder and a beam in bridge engineering?,0,Remember Critically analyze the potential societal impacts of widespread adoption of autonomous vehicles on urban planning and transportation infrastructure.,2,Apply Describe the purpose of a nozzle in fluid mechanics?,0,Remember "Evaluate the performance of different dimensionality reduction techniques (e.g., PCA, t-SNE, LDA) in visualizing high-dimensional data and preserving important information.",3,Analyze Suppose you are developing a mobile app for real-time language translation. Describe how you would apply machine learning algorithms to process and translate speech input into different languages accurately and efficiently.,2,Apply "A multinational corporation is evaluating the cybersecurity posture of its global network infrastructure. Evaluate the effectiveness of current cybersecurity measures, including network segmentation, access controls, and threat detection mechanisms. Propose cybersecurity best practices and risk management strategies to strengthen the organization's cyber resilience and protect against evolving threats.",4,Evaluate Imagine you're developing a recommendation system for an e-commerce platform. Describe how you would collect and preprocess user interaction data to generate personalized product recommendations using collaborative filtering techniques.,1,Understand "Explain the concept of honeypots in cybersecurity, discussing their role in detecting and analyzing malicious activity.",1,Understand "Explain the concept of Shannon's theorem in information theory, discussing its implications for channel capacity and data transmission.",1,Understand Describe the significance of a matched filter in signal processing?,0,Remember "Compare the performance of different machine learning algorithms (e.g., decision trees, support vector machines, neural networks) in terms of classification accuracy and training time.",3,Analyze Evaluate the feasibility of using blockchain technology for secure and transparent data sharing in healthcare.,2,Apply "Distinguish between linear and nonlinear finite element analysis methods, discussing their respective applications in structural mechanics and stress analysis.",3,Analyze Quote the definition of a honeypot in network security?,0,Remember Evaluate the ethical implications of using social media data for targeted advertising and personalized content recommendations.,2,Apply Assess the reliability of remote sensing techniques for monitoring land subsidence and ground movement.,4,Evaluate "You are spearheading the development of a personalized recommendation engine for an online streaming platform. Create a prototype of the recommendation engine using machine learning algorithms to analyze user preferences and behavior, generate personalized content recommendations, and enhance user engagement and satisfaction.",5,Create Describe the process of soil stabilization using lime treatment?,0,Remember "A social media platform is implementing content moderation algorithms to identify and remove harmful or offensive content. Analyze the ethical considerations and societal implications of using automated content moderation systems, including issues related to bias, censorship, and freedom of expression.",3,Analyze Hypothesize an approach for using additive manufacturing to fabricate customized medical implants tailored to individual patient anatomy.,5,Create "Interpret the concept of frequency response of amplifiers, discussing its significance in designing audio and RF circuits.",1,Understand "Evaluate the performance impact of different indexing strategies (e.g., B-tree, hash index, bitmap index) on database query execution time and resource utilization.",3,Analyze Critique the accuracy of positioning algorithms used in indoor localization systems for providing navigation assistance in indoor environments.,4,Evaluate You are working on the design of a sustainable building envelope for a green architecture project. Describe how you would apply passive solar design principles and building energy modeling software to optimize daylighting and thermal comfort while minimizing energy consumption.,2,Apply Retell the steps to implement a binary search tree traversal without recursion?,0,Remember "Compare the performance overhead of different endpoint security solutions (e.g., antivirus software, intrusion prevention systems, endpoint detection and response) in protecting against malware threats.",3,Analyze "Consider you're analyzing time series data for predicting stock prices. Explain how you would preprocess historical stock data, engineer relevant features, and train machine learning models such as ARIMA or LSTM for forecasting.",1,Understand "Distinguish between a process and a thread in the context of multitasking operating systems, discussing their resource requirements and scheduling overhead.",3,Analyze "Distinguish between stateful and stateless firewall architectures, discussing their respective impacts on network security and performance.",3,Analyze "Explain the concept of Nyquist sampling theorem in signal processing, discussing its implications for analog-to-digital conversion.",1,Understand Critically analyze the challenges and benefits of implementing blockchain technology in the aerospace industry for managing aircraft maintenance records.,2,Apply "An aerospace manufacturer is analyzing the reliability of satellite communication systems for global connectivity. Evaluate the performance of satellite communication protocols, including latency, throughput, and error correction mechanisms. Recommend improvements to optimize satellite link efficiency and ensure uninterrupted communication in remote areas and harsh environmental conditions.",4,Evaluate Propose and justify strategies for mitigating the risks associated with insider threats in corporate IT environments.,2,Apply "Evaluate the seismic vulnerability of different building structures (e.g., reinforced concrete, steel frame, masonry) in earthquake-prone regions, considering factors such as ductility and damping.",3,Analyze "Discuss the principles of software-defined storage (SDS), explaining its benefits in terms of scalability and flexibility.",1,Understand Judge the efficiency of a cybersecurity incident response plan in containing and mitigating the impact of a data breach.,4,Evaluate "Contrast the characteristics of static and dynamic linking in software development, discussing their implications on code modularity and deployment.",3,Analyze Assess the reliability of a password manager application in securely storing and managing user credentials.,4,Evaluate "Compare the features and performance of different water supply systems (e.g., gravity-fed system, pressurized system, desalination plant) in providing safe drinking water to communities.",3,Analyze "Discuss the principles of radar systems, explaining concepts such as pulse compression and Doppler processing.",1,Understand Design a new system for automatically detecting and mitigating zero-day vulnerabilities in enterprise software applications before they can be exploited by attackers.,5,Create "Interpret the concept of interpretability-accuracy tradeoff in machine learning models, discussing approaches for balancing model complexity and explainability.",1,Understand "Compare the performance of different material removal processes (e.g., turning, milling, grinding) in terms of surface finish quality and machining efficiency.",3,Analyze Propose innovative solutions for addressing cybersecurity challenges in the era of quantum computing.,2,Apply Assess the efficiency of a blockchain-based smart contract platform for automating business processes and transactions.,4,Evaluate "Contrast the features and limitations of classical machine learning algorithms (e.g., SVM, kNN, logistic regression) and deep learning algorithms in handling structured and unstructured data.",3,Analyze Judge the effectiveness of a network access control (NAC) solution in securing network endpoints and enforcing security policies.,4,Evaluate "Contrast the principles of synchronous and asynchronous replication in database systems, discussing their implications on data consistency and fault tolerance.",3,Analyze Judge the effectiveness of community-based disaster risk reduction programs in enhancing community resilience.,4,Evaluate "Contrast the characteristics of microkernel and monolithic kernel architectures in operating system design, discussing their impact on system reliability and performance.",3,Analyze Critique the accuracy of a sentiment analysis model for analyzing social media data and predicting public opinion trends.,4,Evaluate "Compare the features and performance of different wireless networking technologies (e.g., Wi-Fi, Bluetooth, Zigbee) in terms of data rate and range.",3,Analyze "You are tasked with developing a cloud-native application architecture for a software-as-a-service (SaaS) platform. Create a microservices-based architecture that enables scalability, agility, and resilience, incorporating containerization, orchestration, and continuous integration/continuous deployment (CI/CD) pipelines for rapid development and deployment of cloud-native applications.",5,Create Create a novel methodology for anomaly detection in time series data using a combination of statistical analysis and deep learning techniques.,5,Create Debate the ethical considerations of using AI-powered chatbots for customer service and support.,4,Evaluate "Propose innovative solutions for optimizing energy efficiency in HVAC (heating, ventilation, and air conditioning) systems for buildings.",2,Apply "Discuss the principles of unsupervised learning techniques, explaining their use for discovering hidden patterns in data.",1,Understand "Compare the efficiency of different channel coding schemes (e.g., convolutional codes, block codes, trellis codes) in reducing error rates and improving bandwidth utilization.",3,Analyze "Discuss the principles of earthquake-resistant design, explaining concepts such as seismic zones, design spectra, and ductile detailing.",1,Understand Invent a method for enhancing the performance and longevity of lithium-ion batteries used in electric vehicles through advanced thermal management techniques.,5,Create Here is the text data with the sequences of numbers removed:,0,Remember Assess the scalability of a software-defined access network (SDAN) architecture for providing flexible and efficient access to broadband services.,4,Evaluate Tabulate the differences between HTTP and HTTPS protocols in terms of security mechanisms?,0,Remember You are tasked with implementing a content delivery network (CDN) for a large-scale website. Explain how you would apply caching strategies and edge server placement to improve content delivery speed and reduce latency for global users.,2,Apply "Discuss the principles of data compression algorithms (e.g., lossless, lossy), explaining their trade-offs between compression ratio and quality.",1,Understand "Contrast the features and applications of different geotechnical investigation methods (e.g., borehole drilling, soil sampling, geophysical survey) in site characterization and foundation design.",3,Analyze "Discuss the principles of disaster recovery planning, explaining strategies for data backup, replication, and failover.",1,Understand You are tasked with optimizing the scalability of a web application that experiences sudden spikes in user traffic. Analyze the strategies for implementing auto-scaling in cloud environments using tools such as AWS Auto Scaling and Kubernetes Horizontal Pod Autoscaler (HPA).,3,Analyze "A healthcare organization is considering outsourcing its IT infrastructure to a managed service provider. Evaluate the suitability of outsourcing IT services based on factors such as data security, regulatory compliance, and cost-effectiveness. Recommend vendor selection criteria and service level agreements to ensure quality of service and protection of sensitive patient information.",4,Evaluate Describe the process of formwork erection in concrete construction?,0,Remember "Compare the efficiency of different propulsion systems (e.g., piston engine, gas turbine, electric motor) in aircraft and automotive applications.",3,Analyze "Discuss the principles of imbalanced datasets in machine learning, discussing techniques for handling class imbalance such as oversampling and undersampling.",1,Understand "Contrast the principles of imperative programming with those of functional reactive programming (FRP), assessing their applicability in developing responsive user interfaces.",3,Analyze Criticize the reliability of a network intrusion detection system (NIDS) in accurately identifying and blocking malicious network traffic.,4,Evaluate Solve a challenging programming puzzle involving dynamic programming and evaluate the algorithm's time and space complexity.,2,Apply "State the output of a ping command with the ""-t"" option in continuous mode?",0,Remember Assess the feasibility of implementing quantum key distribution (QKD) for secure communication in next-generation networks.,4,Evaluate "Evaluate the impact of channel impairments (e.g., attenuation, distortion, noise) on the quality of transmitted signals in communication systems.",3,Analyze "Evaluate the performance of different pavement materials (e.g., asphalt, concrete, gravel) in terms of durability and resistance to traffic-induced wear and tear.",3,Analyze Design a cybersecurity framework for securing interconnected smart cities against cyber threats and unauthorized access.,5,Create "Explain the concept of sustainable transportation systems, discussing strategies for promoting public transit, active transportation, and congestion management.",1,Understand Evaluate the effectiveness of using machine learning algorithms for predicting and preventing cyberattacks in real-time.,2,Apply Compare the security implications of using symmetric encryption versus asymmetric encryption for data transmission over a network.,3,Analyze "Imagine a new wireless communication protocol optimized for low-power, long-range IoT applications. Design its modulation scheme and error correction mechanism.",5,Create "Design a new algorithm for multi-modal sentiment analysis that integrates textual, visual, and auditory information to provide more comprehensive sentiment analysis results.",5,Create Plan a machine learning pipeline for detecting and classifying anomalies in sensor data from industrial IoT devices to prevent equipment failures.,5,Create Design a framework for implementing software-defined radio (SDR) platforms for rapid prototyping and testing of new wireless communication protocols.,5,Create "Suppose you're conducting thermal stress analysis in a composite material structure. Describe how you would account for material properties, thermal gradients, and coefficient of thermal expansion to predict deformation and failure under thermal loading.",1,Understand Imagine you are building a recommendation system for an online streaming platform. Describe how you would apply collaborative filtering algorithms and matrix factorization techniques to personalize content recommendations based on user preferences and viewing history.,2,Apply "Evaluate the sustainability of different transportation modes (e.g., road, rail, air, water) in terms of energy consumption and environmental impact.",3,Analyze Formulate an algorithm for dynamically allocating resources in 5G networks to optimize network performance and user experience in highly dense urban areas.,5,Create "Evaluate the reliability of different failure prediction techniques (e.g., fatigue analysis, stress analysis, finite element analysis) in estimating the remaining useful life of mechanical components.",3,Analyze Propose a new method for enhancing the security and privacy of wireless sensor networks through lightweight encryption and authentication mechanisms.,5,Create Imagine you are deploying a fiber-optic communication system for a high-speed data network. Discuss how you would apply wavelength division multiplexing (WDM) technology to increase bandwidth capacity and support multiple data streams.,2,Apply Recognize the purpose of a PID (Proportional-Integral-Derivative) controller in control systems?,0,Remember Contrast the benefits and drawbacks of using a software-defined networking (SDN) approach versus a traditional networking approach in managing network infrastructure.,3,Analyze Assess the scalability of a distributed file system for storing and retrieving large volumes of data in a fault-tolerant manner.,4,Evaluate Design a framework for implementing secure multi-party computation protocols to enable privacy-preserving data analysis in distributed systems.,5,Create "Discuss the principles of data privacy laws (e.g., GDPR, CCPA), explaining their requirements and implications for businesses handling personal data.",1,Understand "Discuss the principles of identity and access management (IAM) systems, explaining their role in controlling user access to resources.",1,Understand "Compare the various types of firewalls (e.g., stateful, application-layer, next-generation) in terms of their capabilities and deployment scenarios.",1,Understand "Evaluate the structural behavior of different building materials (e.g., reinforced concrete, steel, timber) under lateral loads such as wind and seismic forces.",3,Analyze Develop a new method for assessing the resilience of transportation infrastructure to climate change-induced hazards such as flooding and extreme weather events.,5,Create Design a privacy-preserving contact tracing system for infectious disease control using decentralized and encrypted data sharing protocols.,5,Create Assess the efficiency of sustainable drainage systems (SuDS) in managing stormwater runoff and reducing flood risk.,4,Evaluate Assess the security vulnerabilities of a web application and recommend strategies for enhancing its cybersecurity posture.,4,Evaluate Judge the efficiency of a genetic algorithm in solving combinatorial optimization problems.,4,Evaluate Your organization is expanding its global operations and requires a reliable network infrastructure to connect offices in different geographical locations. Compare the advantages and limitations of using MPLS (Multiprotocol Label Switching) versus SD-WAN (Software-Defined Wide Area Network) for connecting remote sites.,3,Analyze "Recognize the purpose of the ""const"" qualifier in function declarations?",0,Remember Describe the process of memory allocation for a dynamic array in C++?,0,Remember "Contrast the characteristics of satellite communication systems and terrestrial communication systems, discussing their respective advantages and limitations.",3,Analyze "Explain the concept of virtual memory management in operating systems, discussing techniques such as paging and segmentation.",1,Understand "Contrast the principles of supervised and semi-supervised learning algorithms, discussing their applications in scenarios with limited labeled data.",3,Analyze Critically analyze the challenges and benefits of implementing blockchain technology in the healthcare industry for managing electronic health records.,2,Apply "Interpret the concept of polymorphism in object-oriented programming, providing real-world scenarios where it can be applied effectively.",1,Understand "You are designing a secure and reliable IoT platform for remote monitoring and control of industrial systems in smart factories. Create an IoT platform architecture that integrates edge computing, data analytics, and cybersecurity features to ensure real-time data processing, predictive maintenance, and protection against cyber threats for critical industrial assets.",5,Create "Compare the various types of transmission media (e.g., copper, fiber-optic, wireless) in terms of their bandwidth and susceptibility to noise.",1,Understand "Discuss the principles of intrusion detection and prevention systems (IDS/IPS), explaining their role in detecting and blocking network threats.",1,Understand You are tasked with implementing a multi-factor authentication (MFA) system for an online banking platform. Explain how you would apply biometric authentication methods and token-based verification to enhance account security and prevent unauthorized access.,2,Apply Contrast the advantages and disadvantages of using a virtual private network (VPN) versus a proxy server for ensuring secure remote access to corporate networks.,3,Analyze Compare the different types of heat exchangers in terms of their heat transfer efficiency and compactness.,1,Understand Create a system for automatically detecting and mitigating vibration-induced fatigue failures in mechanical structures using sensor data analysis.,5,Create Critique the performance of landslide mitigation measures in reducing landslide risks in mountainous regions.,4,Evaluate "Consider you're designing a sustainable building with green infrastructure features. Describe how you would integrate passive solar design, rainwater harvesting, and green roofs to enhance energy efficiency and reduce environmental footprint.",1,Understand "A defense contractor is evaluating the cybersecurity posture of military communication networks for resilience against cyber attacks. Critically assess the security architecture of military-grade encryption systems, including key management, cryptographic algorithms, and secure communication protocols. Propose cyber defense strategies and threat intelligence integration to safeguard sensitive military information and prevent cyber espionage.",4,Evaluate "Debate the ethical considerations of using biometric authentication methods (e.g., fingerprint, facial recognition) in consumer devices.",4,Evaluate Formulate an algorithm for optimizing the shape and configuration of wind turbine blades to maximize energy extraction from wind resources.,5,Create Recall the characteristics of a MAC flooding attack in Ethernet networks?,0,Remember Compare the different types of clustering algorithms in terms of their clustering criteria and scalability.,1,Understand "Discuss the principles of electromagnetic interference (EMI) and electromagnetic compatibility (EMC), explaining techniques for mitigating interference in electronic circuits.",1,Understand "Compare the features and performance characteristics of different web servers (e.g., Apache, Nginx, Microsoft IIS) for hosting high-traffic websites.",3,Analyze "Evaluate the reliability of different disaster recovery strategies (e.g., data replication, backup rotation, failover clustering) in minimizing data loss and downtime.",3,Analyze "Imagine you're deploying a virtualization solution for a software development company. Describe the benefits of using virtual machines (VMs) and containers in terms of resource isolation, scalability, and portability.",1,Understand Evaluate the feasibility of using artificial intelligence algorithms for automating routine tasks in IT service management and analyze potential benefits and drawbacks.,2,Apply Critique the reliability of a deep learning model for medical diagnosis based on limited training data.,4,Evaluate "Devise a system for detecting and mitigating insider threats in organizational networks using behavior analysis, anomaly detection, and access controls.",5,Create "Evaluate the effectiveness of different clustering algorithms (e.g., K-means, hierarchical clustering, DBSCAN) in identifying patterns and structures in unlabeled data.",3,Analyze "A renewable energy developer is planning a wind farm project in a rural area with high wind potential. Analyze the wind turbine technologies (e.g., horizontal-axis turbines, vertical-axis turbines, offshore turbines) and recommend solutions for optimizing wind farm layout and turbine placement to maximize energy yield and minimize visual impact on the landscape.",3,Analyze Critique the usability of a telecommunication network management system and propose improvements based on user feedback.,4,Evaluate Debate the ethical considerations of using facial recognition technology in public surveillance systems for crime prevention.,4,Evaluate Propose and justify strategies for optimizing the performance of recommendation systems in e-commerce platforms.,2,Apply "Discuss the principles of semi-supervised learning techniques, explaining their use for leveraging unlabeled data to improve model performance.",1,Understand Discuss the principles of database normalization and demonstrate their application in designing a relational database schema.,1,Understand "Evaluate the effectiveness of different anomaly detection algorithms (e.g., isolation forest, one-class SVM, autoencoders) in identifying outliers in data.",3,Analyze Enumerate the differences between a hub and a switch in terms of collision domains?,0,Remember Hypothesize an approach for ensuring data privacy and confidentiality in distributed ledger systems while maintaining transparency and auditability.,5,Create "Discuss the principles of environmental pollution control, explaining techniques for mitigating air pollution, water pollution, and noise pollution.",1,Understand Plan a satellite constellation system for providing global broadband internet access to underserved rural areas and remote communities.,5,Create Recall the syntax for defining a spring-mass-damper system in a dynamic analysis?,0,Remember Propose a new mechanism for reducing friction and wear in mechanical components through surface texturing and lubricant additives.,5,Create "Evaluate the effectiveness of different transfer learning techniques (e.g., fine-tuning, feature extraction, domain adaptation) in leveraging pre-trained models for new tasks.",3,Analyze "Discuss the principles of cybersecurity, explaining concepts such as encryption, authentication, and intrusion detection.",1,Understand "Interpret the concept of recursion in programming, discussing its advantages and potential pitfalls.",1,Understand "You are developing a radar system for autonomous navigation and collision avoidance in unmanned aerial vehicles (UAVs) operating in complex urban environments. Create a radar signal processing algorithm that enables high-resolution target detection, tracking, and classification, incorporating Doppler processing, clutter suppression, and adaptive beamforming for robust UAV navigation and situational awareness.",5,Create List the advantages of using a phased array antenna over a traditional antenna for radar systems?,0,Remember A healthcare facility is implementing a wireless medical telemetry system for monitoring patients' vital signs in real-time. Compare the security measures and regulatory compliance requirements of using Wi-Fi versus Bluetooth Low Energy (BLE) for medical device connectivity.,3,Analyze "Contrast the characteristics of supervised learning and unsupervised learning algorithms, discussing their applicability in different data analysis tasks.",3,Analyze "Suppose you're troubleshooting a voice quality issue in a cellular network. Describe the key performance indicators (KPIs) and metrics you would analyze to identify factors affecting call drops, latency, and audio distortion.",1,Understand Formulate a framework for automatically detecting and mitigating software vulnerabilities in real-time across diverse programming languages.,5,Create "Distinguish between black-box and white-box testing approaches, discussing their respective advantages in software quality assurance.",3,Analyze Hypothesize an approach for improving the energy efficiency of wireless power transfer systems for charging IoT devices and wearable electronics.,5,Create Judge the effectiveness of advanced control strategies in optimizing energy consumption in HVAC systems for buildings.,4,Evaluate "Suppose you're analyzing stress distribution in a mechanical component subjected to varying loads. Explain how you would apply finite element analysis (FEA) techniques to model the geometry, material properties, and boundary conditions for stress simulation.",1,Understand "Compare the different types of network topologies (e.g., star, mesh, bus) in terms of their reliability and scalability.",1,Understand "Design a comprehensive disaster preparedness and response plan for coastal communities vulnerable to hurricanes, including evacuation routes and emergency shelters.",5,Create "Consider you're troubleshooting a network outage in an office environment. Describe the steps you would take to diagnose the issue, starting from identifying the physical layer components to troubleshooting network protocols.",1,Understand Formulate a strategy for implementing edge computing solutions in remote industrial environments to enable real-time monitoring and control.,5,Create "Design an innovative flood management system for urban areas prone to flash floods, integrating natural and engineered solutions to minimize flood risk.",5,Create "Explain the concept of phase modulation (PM) in analog communication, discussing its advantages and applications.",1,Understand Identify the characteristics of an active bandpass filter?,0,Remember "Imagine a new design for a lightweight and durable material suitable for use in aerospace applications. Outline its composition, manufacturing process, and mechanical properties.",5,Create "Explain the concept of model explainability in machine learning, discussing techniques for interpreting model predictions and building trust with stakeholders.",1,Understand Critique the explainability of machine learning models in high-stakes decision-making scenarios.,4,Evaluate "Compare the sustainability credentials of different building certification systems (e.g., LEED, BREEAM, Green Star) in promoting environmentally responsible construction practices.",3,Analyze "Differentiate between interpreted and compiled programming languages, discussing their advantages and disadvantages in software development.",1,Understand "Contrast the principles of steady-state and transient heat conduction, discussing their respective applications in thermal analysis and design.",3,Analyze Analyze the potential security vulnerabilities introduced by machine learning models in autonomous systems.,2,Apply "Contrast the features and limitations of different wireless communication standards (e.g., LTE, WiMAX, 5G NR) in terms of data rate and coverage area.",3,Analyze Debate the ethical implications of using surveillance drones for wireless communication infrastructure monitoring and maintenance.,4,Evaluate You are building a chatbot for a customer service platform. Explain how you would apply natural language processing techniques to understand user queries and generate appropriate responses in real-time.,2,Apply "Contrast the characteristics of rolling, sliding, and fluid friction, discussing their impact on energy loss and mechanical efficiency in tribological systems.",3,Analyze Plan a disaster recovery strategy for cloud-based services to ensure business continuity in the event of data breaches or service outages.,5,Create "Consider you're analyzing the fatigue life of a welded structure subjected to cyclic loading. Explain how you would apply fatigue analysis methods such as S-N curves, stress-life approach, and fracture mechanics to estimate fatigue damage and durability.",1,Understand "Compare the security features and vulnerabilities of different authentication methods (e.g., passwords, biometrics, multi-factor authentication) in network access control.",3,Analyze "Devise a new methodology for quantifying the carbon footprint of construction projects throughout their lifecycle, including materials production, construction, operation, and demolition.",5,Create Invent a method for enhancing the security of IoT devices and networks through decentralized identity management and blockchain-based authentication.,5,Create You are developing a satellite communication link for remote monitoring of offshore oil rigs. Discuss how you would apply error correction coding and modulation schemes to ensure reliable data transmission over long distances.,2,Apply "Explain the concept of groundwater hydrology, discussing topics such as aquifer properties, groundwater flow, and well hydraulics.",1,Understand Design a novel heat exchanger configuration for improving the efficiency of waste heat recovery systems in industrial processes.,5,Create Analyze the ethical implications of using facial recognition technology for law enforcement and surveillance purposes.,2,Apply Recall the characteristics of a notch filter in signal processing?,0,Remember "Contrast the principles of strong typing and weak typing in programming languages, discussing their impact on type safety and runtime errors.",3,Analyze Describe the purpose of a retaining wall in soil mechanics?,0,Remember "Your team is working on a natural language processing (NLP) project for sentiment analysis of customer reviews. Compare the accuracy and interpretability of different sentiment analysis techniques (e.g., lexicon-based, machine learning-based) in analyzing sentiment polarity and emotion intensity.",3,Analyze Judge the efficiency of aeroelastic tailoring techniques in enhancing the aerodynamic performance of aircraft wings.,4,Evaluate Compare the different types of distance metrics used in clustering and classification tasks.,1,Understand "As an RF engineer, you are optimizing the coverage of a cellular network in an urban area. Describe how you would apply cell planning techniques and antenna diversity strategies to improve signal strength and minimize interference.",2,Apply "Explain the concept of network function virtualization (NFV), discussing its benefits in terms of network scalability and cost reduction.",1,Understand "Imagine you're designing a hydraulic system for heavy machinery. Explain how you would calculate pump flow rates, pressure losses, and actuator forces to ensure reliable performance and energy efficiency under varying operating conditions.",1,Understand Solve a complex graph theory problem related to network routing and evaluate the algorithm's efficiency in real-world scenarios.,2,Apply Imagine you are designing a fraud detection system for an e-commerce platform. Discuss how you would apply machine learning algorithms such as support vector machines (SVM) and ensemble methods to classify transactions as fraudulent or legitimate based on transaction features.,2,Apply "Evaluate the impact of different pavement materials (e.g., asphalt, concrete, permeable pavement) on stormwater runoff and urban drainage systems.",3,Analyze "Discuss the principles of error detection and correction codes (e.g., Hamming code, CRC), explaining their mechanisms and efficiency.",1,Understand Critically analyze the challenges and opportunities of implementing Internet of Things (IoT) technologies in industrial automation systems.,2,Apply "Interpret the concept of virtualization technologies (e.g., hypervisor, virtual machines, containers), discussing their role in resource optimization and isolation.",1,Understand "Compare the different types of NoSQL databases (e.g., document-oriented, key-value, column-family) in terms of their data model and scalability.",1,Understand Analyze the ethical dilemmas associated with large-scale land development projects in ecologically sensitive areas.,2,Apply Formulate a method for optimizing the design of sustainable drainage systems (SuDS) to manage stormwater runoff and reduce urban flooding.,5,Create Retell the steps to configure a VLAN (Virtual Local Area Network) on a managed switch?,0,Remember "Contrast the features and scalability of different web application firewalls (e.g., proxy-based WAF, cloud-based WAF, appliance-based WAF) in protecting against web-based attacks.",3,Analyze Examine the difference between TCP (Transmission Control Protocol) and UDP (User Datagram Protocol) in terms of connection-oriented and connectionless communication?,0,Remember "Compare the performance characteristics of different web application frameworks (e.g., Django, Ruby on Rails, Laravel) in terms of request processing time and scalability.",3,Analyze You are tasked with implementing a disaster recovery plan for a corporate network infrastructure. Describe how you would apply backup and replication strategies to ensure data availability and minimize downtime in case of system failure.,2,Apply Debate the ethical implications of using autonomous robots for bridge inspection and maintenance.,4,Evaluate Your company is planning to adopt a DevOps culture to streamline software development and deployment processes. Compare the benefits and challenges of implementing continuous integration (CI) versus continuous delivery (CD) practices in this transition.,3,Analyze Invent a method for enhancing the security of satellite communication systems against signal jamming and interception using spread spectrum techniques.,5,Create "Evaluate the thermal performance of different heat exchanger designs (e.g., shell-and-tube, plate heat exchanger, finned tube heat exchanger) in terms of heat transfer efficiency and pressure drop.",3,Analyze Enumerate the differences between analog and digital modulation techniques?,0,Remember Design a novel antenna array configuration for improving the coverage and capacity of 5G cellular networks in urban areas with high user density.,5,Create Compare the features and security of different mobile device management (MDM) solutions for enforcing corporate security policies on employee-owned devices.,3,Analyze "Discuss the principles of time series analysis techniques, explaining their use for forecasting and anomaly detection.",1,Understand Critically evaluate the advantages and disadvantages of using reinforcement learning for training autonomous agents.,2,Apply Compare the different types of environmental impact mitigation measures in civil engineering projects.,1,Understand Invent a method for converting waste heat from industrial processes into electricity using thermoelectric materials and energy harvesting systems.,5,Create Propose strategies for optimizing network performance in a cloud computing environment and evaluate their impact on scalability and reliability.,2,Apply "Explain the concept of link budget analysis in wireless communication systems, discussing its role in determining the feasibility of communication links.",1,Understand Debate the ethical implications of using machine learning algorithms for automated surveillance in telecommunications networks.,4,Evaluate "Explain the concept of feature engineering in machine learning, discussing techniques for extracting relevant features from raw data.",1,Understand Recognize the purpose of a geotechnical investigation in foundation design?,0,Remember "Suppose you're analyzing the dynamics of a mechanical linkage system. Describe how you would formulate equations of motion, solve kinematic constraints, and simulate system behavior to predict motion trajectories and forces.",1,Understand Judge the reliability of a fiber optic communication system in providing high-speed broadband connectivity over long distances.,4,Evaluate Judge the reliability of a software-defined storage (SDS) solution in optimizing data storage and retrieval across heterogeneous environments.,4,Evaluate Solve a complex control problem involving motion planning for robotic manipulators and evaluate the accuracy of the control algorithm.,2,Apply "Distinguish between online and batch learning approaches in machine learning, discussing their advantages and limitations in handling streaming data.",3,Analyze Judge the performance of a reinforcement learning algorithm for optimizing resource allocation in cloud computing environments.,4,Evaluate Quote the definition of a pile cap in deep foundation design?,0,Remember Propose a solution for detecting and mitigating algorithmic bias in AI systems using fairness-aware machine learning algorithms and bias detection tools.,5,Create State the output of a given settlement analysis of a shallow foundation?,0,Remember Criticize the reliability of landslide early warning systems in predicting and mitigating landslide hazards.,4,Evaluate Compare the different types of neural network activation functions in terms of their properties and suitability for deep learning.,1,Understand Examine the purpose of an op-amp (operational amplifier) in electronic circuits?,0,Remember "Compare the various types of modulation formats (e.g., QPSK, QAM, BPSK) in terms of their spectral efficiency and complexity.",1,Understand "Your company is designing a wireless sensor network for monitoring environmental conditions in a remote area. Compare the advantages and limitations of using Zigbee versus LoRaWAN for long-range, low-power communication in this application.",3,Analyze "You are developing an advanced thermal energy storage system for industrial applications to store excess waste heat and utilize it for process heating and power generation. Create a thermal energy storage solution that integrates phase change materials (PCMs), molten salts, or thermochemical storage materials to store and release thermal energy efficiently, incorporating heat exchangers, insulation materials, and control systems for effective heat management and utilization.",5,Create "Interpret the concept of edge computing and its implications for IoT (Internet of Things) architectures, discussing its advantages in latency-sensitive applications.",1,Understand "Explain the concept of bit error rate (BER) in digital communication, discussing its relationship with signal-to-noise ratio (SNR) and channel capacity.",1,Understand "Compare the security implications of different wireless authentication methods (e.g., WEP, WPA, WPA2) in securing Wi-Fi networks against unauthorized access.",3,Analyze "Explain the concept of stress concentration in mechanical components, discussing its causes and methods for mitigating it.",1,Understand Critically evaluate the role of civil engineering in climate change adaptation and resilience planning for coastal cities.,2,Apply "Plan a sustainable land management strategy for preserving natural habitats and biodiversity in urban development projects, incorporating green corridors and wildlife crossings.",5,Create Identify the characteristics of a phase-locked loop (PLL) in frequency synthesis?,0,Remember "Interpret the concept of antenna radiation patterns, discussing their characteristics and implications for signal coverage.",1,Understand Critically analyze the challenges and opportunities of implementing renewable energy technologies in urban infrastructure.,2,Apply "Evaluate the structural integrity of different materials (e.g., steel, aluminum, composite) under varying loading conditions, considering factors such as yield strength and fracture toughness.",3,Analyze Enumerate the differences between internal and external gears in gear design?,0,Remember "Explain the concept of channel coding in digital communication, discussing its role in improving error performance and reliability.",1,Understand List the advantages of using a linked list over an array in certain scenarios?,0,Remember Retell the steps to configure port security on a Cisco switch?,0,Remember Tabulate the differences between L1 and L2 regularization penalties in machine learning?,0,Remember Judge the reliability of error control coding techniques in ensuring data integrity and reliability in satellite communication.,4,Evaluate Devise a system for monitoring and mitigating soil erosion in agricultural landscapes using sustainable land management practices and erosion control measures.,5,Create "Contrast the features and performance of different reinforcement materials (e.g., steel rebar, fiberglass rebar, carbon fiber rebar) in reinforced concrete structures.",3,Analyze Analyze the ethical implications of using additive manufacturing (3D printing) for producing military-grade components.,2,Apply "Critique the performance of advanced materials (e.g., carbon fiber composites) in structural applications for bridges and buildings.",4,Evaluate Analyze the trade-offs between using traditional construction methods versus prefabrication for building affordable housing.,2,Apply Critique the performance of a carrier aggregation technique in aggregating multiple LTE carriers for higher data rates in mobile networks.,4,Evaluate "As a data scientist, you are tasked with predicting customer churn for a telecom company. Discuss how you would apply machine learning models such as logistic regression and random forests to analyze historical customer data and identify factors influencing churn behavior.",2,Apply Invent a method for repurposing construction and demolition waste into valuable construction materials to reduce landfill waste and conserve natural resources.,5,Create "Discuss the principles of model interpretability techniques, explaining their use for explaining black-box model predictions.",1,Understand Invent a novel mechanism for preventing distributed denial-of-service (DDoS) attacks on cloud-based services without compromising legitimate user access.,5,Create Assess the feasibility of using shape optimization techniques for improving the aerodynamic performance of automotive vehicles.,4,Evaluate Design a framework for implementing zero-trust security architecture in enterprise networks to mitigate security risks and improve resilience.,5,Create "Evaluate the reliability of different clock synchronization methods (e.g., GPS-based synchronization, IEEE 1588 PTP, distributed clock synchronization) in communication networks.",3,Analyze "As a software engineer, you are responsible for optimizing the performance of a database-driven application experiencing slow query times. Outline the steps you would take to apply database indexing techniques to improve query response times.",2,Apply Judge the reliability of finite element analysis (FEA) simulations in predicting fatigue failure of structural components.,4,Evaluate "A construction company is assessing the environmental sustainability of building materials for green building certification. Evaluate the life cycle assessments (LCAs) of construction materials, including embodied carbon, energy consumption, and resource depletion. Propose sustainable material alternatives and green building strategies to minimize environmental impact and achieve LEED certification.",4,Evaluate Solve a hypothetical scenario involving a data breach in a healthcare organization and propose strategies for mitigating the impact on patient privacy.,2,Apply "Discuss the principles of deep learning architectures, explaining their structures and applications in computer vision and natural language processing.",1,Understand Devise a method for implementing secure and tamper-proof voting systems using blockchain technology to ensure transparency and integrity in elections.,5,Create "Discuss the principles of satellite communication systems, explaining concepts such as orbital mechanics and link budget analysis.",1,Understand Propose a framework for implementing resilient building codes and standards in earthquake-prone regions to enhance structural safety and minimize earthquake damage.,5,Create Debate the ethical implications of using unmanned aerial vehicles (UAVs) for archaeological surveying and heritage preservation.,4,Evaluate Design a comprehensive framework for integrating artificial intelligence and machine learning algorithms into telecommunications networks for predictive maintenance and optimization.,5,Create Judge the fairness and transparency of a machine learning algorithm for credit scoring and loan approval.,4,Evaluate Compare the advantages and limitations of using analog and digital filters in signal processing applications such as audio and image filtering.,3,Analyze "Formulate an algorithm for automatically generating personalized movie recommendations based on user preferences, viewing history, and social interactions.",5,Create Solve a challenging optimization problem involving resource allocation for construction projects and evaluate the efficiency of the allocation strategy.,2,Apply Critically analyze the challenges and benefits of implementing quantum computing technologies in traditional computing environments.,2,Apply "Consider you're designing a satellite communication system for remote sensing applications. Explain how you would calculate link budget parameters, including path loss, antenna gain, and noise figure, to ensure reliable data transmission.",1,Understand "Consider you're designing a highway pavement for heavy traffic loads. Describe how you would determine pavement thickness, select material properties, and conduct pavement design using mechanistic-empirical approaches.",1,Understand "Compare the efficiency of different graph traversal algorithms (e.g., BFS, DFS, Dijkstra's) in finding shortest paths in weighted and unweighted graphs.",3,Analyze Invent a method for harnessing renewable energy sources such as solar and wind power to meet the energy needs of remote and off-grid communities.,5,Create "You are designing a blockchain-based supply chain management system for tracking and tracing products across the supply chain. Create a blockchain network that provides transparency, traceability, and immutability of supply chain transactions, incorporating smart contracts for automating contract execution, provenance tracking, and real-time visibility into product movements.",5,Create Invent a method for automatically generating explanations for machine learning predictions to enhance trust and interpretability.,5,Create "Contrast the principles of stateful and stateless firewall technologies, discussing their respective advantages and limitations in network traffic filtering.",3,Analyze Invent a method for reducing noise and vibration levels in mechanical systems such as car engines or industrial machinery to improve comfort and reliability.,5,Create "Explain the concept of distributed ledger technology (DLT), discussing its applications beyond cryptocurrencies, such as supply chain management and digital identity.",1,Understand "Compare the features and performance of different propulsion systems (e.g., piston engine, gas turbine, electric motor) in aircraft and automotive applications.",3,Analyze "As an IT consultant, you are advising a healthcare organization on data storage solutions. Describe how you would apply encryption and access controls to secure electronic health records and comply with HIPAA regulations.",2,Apply "Explain the concept of creep in materials under sustained loading, discussing its mechanisms and effects on structural integrity.",1,Understand "Interpret the concept of strain gauges and their use in measuring mechanical deformation, discussing techniques for strain measurement and calibration.",1,Understand "Explain the concept of stress concentration factors in mechanical components, discussing their calculation methods and effects on fatigue life.",1,Understand Formulate an algorithm for optimizing hyperparameters of deep learning models using evolutionary strategies and Bayesian optimization techniques.,5,Create Debate the ethical considerations of using AI algorithms for autonomous weapon systems.,4,Evaluate "You are developing an autonomous drone delivery system for delivering medical supplies to remote areas. Create a system architecture for the drone delivery network, including drone fleet management, route optimization algorithms, geofencing for no-fly zones, and integration with ground-based delivery hubs for package handling and distribution.",5,Create "Discuss the differences between object-oriented and functional programming paradigms, illustrating with code snippets.",1,Understand Critically evaluate the role of finite element analysis (FEA) in predicting the structural behavior of complex engineering systems.,2,Apply "A healthcare provider is assessing the interoperability of medical devices and electronic health records (EHR) systems for seamless patient care. Evaluate the compatibility of medical device interfaces with EHR platforms, including data standards, communication protocols, and data integrity mechanisms. Propose integration solutions and interoperability standards to improve care coordination and patient safety.",4,Evaluate Judge the efficiency of a network congestion control algorithm in regulating traffic flows and preventing network congestion.,4,Evaluate Debate the ethical implications of using unmanned aerial vehicles (UAVs) for aerial spraying of pesticides in agriculture.,4,Evaluate "Plan a sustainable land use strategy for preserving natural habitats and biodiversity in urban development projects, incorporating green corridors and wildlife crossings.",5,Create "Discuss the principles of distributed computing, explaining concepts such as CAP theorem and eventual consistency.",1,Understand Suppose you are designing a GPS navigation system for autonomous vehicles. Explain how you would apply signal processing algorithms and Kalman filtering techniques to enhance positioning accuracy and robustness in dynamic environments.,2,Apply Debate the ethical implications of using network neutrality principles for ensuring equal access to internet services and content.,4,Evaluate "Discuss the principles of heat transfer mechanisms, explaining their modes of energy transfer and applications in thermal systems.",1,Understand Invent a new technique for mitigating multipath fading effects in wireless communication channels using cooperative diversity and beamforming.,5,Create Recognize the purpose of a Bernoulli's equation in fluid flow analysis?,0,Remember Plan a scalable and fault-tolerant distributed file system for storing and retrieving petabytes of scientific data generated by research institutions.,5,Create Criticize the fairness and transparency of algorithmic decision-making systems used in online content recommendation.,4,Evaluate Invent a method for purifying contaminated groundwater using natural filtration processes and sustainable remediation techniques.,5,Create State the output of a given regular expression applied to a string?,0,Remember Criticize the reliability of a two-factor authentication (2FA) system in preventing unauthorized access to online accounts.,4,Evaluate Describe the process of subnetting a given IP address range?,0,Remember Analyze the potential societal impacts of autonomous delivery drones on transportation logistics and urban infrastructure.,2,Apply Imagine you are building a recommendation system for an e-commerce platform. Discuss how you would apply matrix factorization techniques such as singular value decomposition (SVD) and alternating least squares (ALS) to generate personalized product recommendations for users based on their browsing and purchase history.,2,Apply "Differentiate between stack and heap memory allocation mechanisms in programming languages, explaining their implications on program performance.",1,Understand Reproduce the steps to implement a priority queue using a heap data structure?,0,Remember Devise a new system for automatically detecting and mitigating signal jamming attacks in wireless communication systems using machine learning techniques.,5,Create "A renewable energy consultancy is analyzing the performance of wind forecasting models for renewable energy integration in power grids. Critically assess the accuracy of wind speed prediction algorithms, including numerical weather prediction (NWP) models and machine learning techniques. Recommend ensemble forecasting methods and probabilistic models to improve wind energy forecasting accuracy and grid stability.",4,Evaluate "You are tasked with designing a scalable and fault-tolerant distributed database system for a large-scale social media platform. Create a distributed database architecture that ensures high availability, consistency, and partition tolerance, incorporating techniques such as sharding, replication, and consensus protocols to handle massive data volumes and user interactions efficiently.",5,Create Devise a system for automatically optimizing the placement of cellular base stations in urban environments to improve coverage and minimize interference.,5,Create "You are leading a team of IT engineers in designing a software-defined networking (SDN) solution for a large enterprise network. Create a software-defined networking architecture that centralizes network management and control, decouples network hardware from software, and enables network automation and programmability for dynamic provisioning and optimization of network resources.",5,Create Devise a system for automatically analyzing and classifying security vulnerabilities in software applications based on code analysis and vulnerability databases.,5,Create "Interpret the concept of geotechnical site investigation, discussing methods such as soil sampling, in-situ testing, and geophysical surveys.",1,Understand Hypothesize an approach for enhancing the security and privacy of communication in vehicular ad hoc networks (VANETs) using blockchain technology.,5,Create Design a system for automated image segmentation and feature extraction in medical imaging applications for diagnosing diseases such as cancer.,5,Create Judge the effectiveness of vibration isolation techniques in reducing structural response to dynamic loads.,4,Evaluate Suppose you're configuring a virtual private network (VPN) for a remote workforce. Describe the encryption protocols and authentication methods you would use to secure data transmission over public networks.,1,Understand State the output of a given traceroute command in a networking scenario?,0,Remember Design an innovative bridge structure that integrates renewable energy generation technologies such as solar panels or wind turbines to power nearby communities.,5,Create "A healthcare organization is implementing a predictive analytics system for forecasting patient readmissions. Analyze the effectiveness of using different machine learning algorithms (e.g., logistic regression, random forest, neural networks) in predicting patient readmission risks based on clinical data.",3,Analyze Formulate a new approach for designing energy-efficient routing protocols in wireless sensor networks for environmental monitoring applications.,5,Create You are designing a cooling system for an electric vehicle battery pack. Explain how you would apply heat transfer principles and computational fluid dynamics (CFD) simulations to optimize the thermal management system for efficient heat dissipation and battery performance.,2,Apply Propose a novel algorithm for optimizing database indexing in distributed systems to minimize query response time.,5,Create Assess the reliability of a recommendation system in minimizing information bias and promoting diversity.,4,Evaluate Your team is tasked with optimizing the performance of a large-scale database system. Analyze the trade-offs between using vertical scaling (increasing hardware resources) and horizontal scaling (adding more servers) to handle increased data loads.,3,Analyze Interpret the concept of regular expressions and their applications in text processing and pattern matching.,1,Understand "Interpret the concept of feature importance in machine learning models, discussing methods for assessing the contribution of features to model predictions.",1,Understand Formulate a new approach for dynamic resource allocation in cloud computing environments to optimize cost and resource utilization.,5,Create "Distinguish between steady-state and transient heat conduction scenarios, assessing their respective impacts on temperature distribution in solid bodies.",3,Analyze Plan a disaster recovery strategy for satellite communication systems to ensure uninterrupted service in the event of satellite failures or space debris collisions.,5,Create "You are tasked with developing an AI-powered virtual assistant for personalized healthcare management. Create a virtual assistant system that integrates natural language processing (NLP), machine learning, and personalized recommendation algorithms to provide personalized health advice, medication reminders, and lifestyle recommendations based on individual health profiles and preferences.",5,Create "You are designing a novel heat exchanger for thermal management in electric vehicle (EV) battery systems to optimize battery performance and lifespan. Create a heat exchanger design that maximizes heat transfer efficiency, minimizes pressure drop, and ensures uniform temperature distribution across battery cells, incorporating advanced materials, flow control mechanisms, and computational fluid dynamics (CFD) simulations for optimal thermal performance and reliability.",5,Create Analyze the ethical implications of using eminent domain for public infrastructure projects.,2,Apply Formulate an algorithm for automatically generating music compositions in different genres using recurrent neural networks and generative models.,5,Create "You are tasked with developing an autonomous robotic system for inspection and maintenance of offshore wind turbines in harsh marine environments. Create a robotic platform equipped with sensors, cameras, and manipulators to perform visual inspections, structural health monitoring, and minor repairs on wind turbine components, incorporating autonomous navigation algorithms, obstacle avoidance strategies, and remote operation capabilities for safe and efficient offshore operations.",5,Create Retell the steps to perform soil compaction testing using a Proctor compactor?,0,Remember Critique the performance of seismic retrofitting techniques in enhancing the earthquake resistance of existing structures.,4,Evaluate Devise a system for monitoring and controlling air quality in urban environments to mitigate pollution-related health risks and improve overall public health.,5,Create Tabulate the differences between a stack and a queue data structure?,0,Remember "Discuss the principles of internal combustion engines, explaining thermodynamic cycles such as Otto cycle and Diesel cycle.",1,Understand "Evaluate the impact of different channel coding methods (e.g., convolutional codes, Reed-Solomon codes, turbo codes) on error detection and correction in digital communication systems.",3,Analyze "Compare the features and performance of different natural language processing (NLP) techniques (e.g., tokenization, stemming, lemmatization) in text analysis tasks.",3,Analyze "Compare the spectral efficiency of different multiple antenna systems (e.g., MIMO, SIMO, MISO) in improving data throughput and reliability in wireless communication.",3,Analyze Suppose you are designing a microservices architecture for a cloud-based application. Discuss how you would apply containerization technologies such as Docker and Kubernetes to deploy and manage independent service modules efficiently.,2,Apply Identify the characteristics of a culvert in hydraulic engineering?,0,Remember "Discuss the principles of dimensionality reduction techniques, explaining their use for visualizing high-dimensional data and reducing computational complexity.",1,Understand "Evaluate the performance impact of different error detection and correction techniques (e.g., CRC, Hamming code, Viterbi algorithm) in digital communication channels.",3,Analyze You are developing an RFID-based inventory tracking system for a warehouse. Describe how you would apply radio frequency identification (RFID) protocols and anti-collision algorithms to efficiently identify and manage inventory items in real-time.,2,Apply "Recognize the significance of the keyword ""structural analysis"" in civil engineering?",0,Remember Your company is developing a chatbot for customer support services. Compare the performance of rule-based chatbots versus machine learning-based chatbots in understanding natural language queries and providing accurate responses to users.,3,Analyze Suppose you are managing a cloud infrastructure for a software development team. Discuss how you would apply continuous integration and continuous deployment (CI/CD) practices to automate software delivery pipelines and streamline release cycles.,2,Apply Describe the significance of a soil nailing system in slope stabilization?,0,Remember Judge the efficiency of a power control algorithm in optimizing transmit power levels for minimizing interference in wireless networks.,4,Evaluate "Compare the various data structures (e.g., arrays, linked lists, trees, graphs) in terms of their memory usage and time complexity for common operations.",1,Understand "Your organization is planning a smart grid system for optimizing energy distribution and consumption in a city. Analyze the advantages and limitations of using power line communication (PLC) versus wireless communication technologies (e.g., Wi-Fi, cellular) for data transmission in smart grid networks.",3,Analyze "Interpret the concept of structural health monitoring, discussing sensors, data analysis techniques, and applications in assessing structural integrity.",1,Understand "Interpret the concept of dynamic programming in algorithm design, providing examples of problems where dynamic programming can be applied.",1,Understand Debate the ethical implications of using AI algorithms for social media content moderation.,4,Evaluate "A building design firm is evaluating the energy efficiency of HVAC systems for sustainable building design. Critically analyze the performance of heating, ventilation, and air conditioning (HVAC) systems, including energy consumption, indoor air quality, and thermal comfort. Recommend energy-efficient HVAC technologies and building automation systems to minimize energy costs and environmental impact in commercial and residential buildings.",4,Evaluate Devise a system for automatically analyzing network traffic patterns to detect and mitigate distributed denial-of-service (DDoS) attacks in real-time.,5,Create "Evaluate the efficiency of different renewable energy systems (e.g., solar photovoltaic, wind turbine, hydroelectric generator) in converting natural resources into electrical power.",3,Analyze Invent a method for automatically optimizing cloud resource utilization and cost allocation based on application performance and user demand patterns.,5,Create Plan a framework for implementing blockchain-based digital identity systems that provide users with control over their personal data and privacy.,5,Create Judge the effectiveness of condition monitoring techniques in detecting incipient faults in rotating machinery.,4,Evaluate "A cloud-based storage service is planning to implement a new encryption algorithm for data-at-rest protection. Evaluate the security strengths and weaknesses of different encryption algorithms, including AES, RSA, and ECC. Recommend the most suitable encryption algorithm based on factors such as security level, performance overhead, and compatibility with existing systems.",4,Evaluate State the output of a given forward propagation step in a neural network?,0,Remember "Consider you're upgrading the network infrastructure for a multinational corporation. Describe the process of migrating from IPv4 to IPv6 addressing scheme, including addressing allocation, subnetting, and transition mechanisms.",1,Understand Contrast the benefits and limitations of using amplitude modulation (AM) and frequency modulation (FM) for broadcasting audio signals over radio channels.,3,Analyze Explain the concept of mechanical vibrations and their effects on structural integrity and human comfort.,1,Understand "An aerospace engineering company is assessing the aerodynamic performance of aircraft wing designs for fuel efficiency and flight stability. Evaluate the lift-to-drag ratios, wing aspect ratios, and airfoil shapes of different wing configurations. Propose aerodynamic optimization techniques and computational fluid dynamics (CFD) simulations to improve aircraft performance and reduce fuel consumption.",4,Evaluate "Suppose you're analyzing traffic flow patterns at an urban intersection. Explain how you would conduct traffic surveys, model traffic behavior, and optimize signal timings to improve intersection capacity and reduce congestion.",1,Understand Assess the feasibility of using shape memory polymers for morphing wing applications in aerospace engineering.,4,Evaluate "Interpret the concept of federated identity management (e.g., OAuth, OpenID Connect), discussing its role in enabling single sign-on across multiple services.",1,Understand "As a data engineer, you are building a data pipeline for processing large volumes of streaming data from IoT devices. Explain how you would apply stream processing frameworks such as Apache Kafka and Apache Flink to ingest, process, and analyze real-time data streams.",2,Apply Compare the different types of web application firewalls (WAFs) in terms of their detection capabilities and deployment options.,1,Understand Devise a machine learning model for predicting stock market trends that incorporates sentiment analysis of news articles and social media posts.,5,Create Your company is planning to migrate its on-premises email system to a cloud-based email service. Analyze the factors that need to be considered when choosing between Microsoft Office 365 and Google Workspace (formerly G Suite) for email hosting and collaboration.,3,Analyze "Contrast the principles of model-based clustering and density-based clustering algorithms, discussing their respective approaches to identifying clusters in data.",3,Analyze Create a novel seismic retrofitting technique for enhancing the resilience of existing buildings to earthquakes by incorporating base isolation and energy dissipation devices.,5,Create You are developing a natural language processing (NLP) application for sentiment analysis of social media posts. Explain how you would apply text preprocessing techniques such as tokenization and stemming to extract meaningful features from textual data.,2,Apply "As a cybersecurity analyst, you are investigating a suspected network intrusion. Discuss how you would apply packet sniffing tools and intrusion detection systems to analyze network traffic and identify malicious activity.",2,Apply "Plan a sustainable transportation system for a city that integrates public transit, cycling infrastructure, and electric vehicle charging stations to reduce traffic congestion and emissions.",5,Create Criticize the accuracy of a predictive analytics model for forecasting stock prices and recommend adjustments based on historical data.,4,Evaluate Judge the reliability of a network slicing framework in enabling network virtualization and service customization for different applications.,4,Evaluate Devise a method for implementing nature-based solutions such as wetland restoration and coastal vegetation planting to mitigate coastal erosion and flooding.,5,Create "Explain the concept of overfitting in machine learning, discussing its causes and techniques for preventing it, such as early stopping and dropout regularization.",1,Understand Invent a method for automatically summarizing lengthy legal documents and contracts using natural language processing and text summarization techniques.,5,Create Identify the characteristics of a Singleton design pattern?,0,Remember Reproduce the steps to perform spectrum analysis of a signal using a spectrum analyzer?,0,Remember Devise a method for implementing end-to-end encryption in messaging applications to ensure confidentiality and integrity of communications.,5,Create "Compare the sustainability credentials of different building materials (e.g., wood, steel, concrete) in terms of embodied energy and recyclability.",3,Analyze "Formulate a new design concept for a zero-emission building that utilizes passive solar heating, natural ventilation, and renewable energy systems to achieve net-zero energy consumption.",5,Create Create a system for optimizing the design of heat exchangers in HVAC systems for improved energy efficiency and indoor comfort.,5,Create An e-commerce platform is assessing the effectiveness of customer segmentation algorithms for targeted marketing campaigns. Evaluate the clustering algorithms and segmentation criteria used to group customers based on purchasing behavior and preferences. Recommend segmentation validation techniques and cohort analysis methods to optimize marketing strategies and increase conversion rates.,4,Evaluate Devise a method for automatically detecting and correcting errors in medical imaging datasets to improve the accuracy of diagnostic models.,5,Create "Describe the purpose of the ""friend"" keyword in C++ classes?",0,Remember Identify the differences between flexible and rigid pavements in road construction?,0,Remember "Compare the various types of kernel functions used in support vector machines, discussing their effects on decision boundaries.",1,Understand Critique the performance of electrohydraulic servo systems in precision control applications.,4,Evaluate "Evaluate the reliability of different non-destructive testing methods (e.g., ultrasonic testing, radiographic testing, eddy current testing) in detecting defects in materials.",3,Analyze Design a new hardware architecture for implementing physical layer security techniques in wireless communication systems to protect against eavesdropping and interception.,5,Create Formulate a method for optimizing the structural design of tall buildings to withstand seismic forces and enhance occupant safety.,5,Create "Contrast the features and applications of different multiplexing techniques (e.g., TDM, FDM, CDMA) in telecommunications networks.",3,Analyze Enumerate the differences between amplitude modulation (AM) and frequency modulation (FM) in radio communication?,0,Remember Design a decentralized social media platform that prioritizes user privacy and data ownership using blockchain and encryption technologies.,5,Create "Develop a new programming language specifically tailored for distributed computing, incorporating features to handle fault tolerance and scalability.",5,Create "You are designing an identity and access management (IAM) system for a global enterprise to manage user identities and access privileges across distributed IT environments. Create an IAM architecture that centralizes user authentication, authorization, and access control policies, supporting single sign-on (SSO), multi-factor authentication (MFA), and role-based access control (RBAC) for secure and seamless access to resources.",5,Create "Hypothesize an approach for integrating blockchain technology into electronic voting systems to ensure transparency, security, and verifiability of election results.",5,Create "Contrast the principles of passive and active solar heating systems in building design, discussing their effectiveness in reducing energy consumption and carbon emissions.",3,Analyze Formulate a method for optimizing the aerodynamic design of commercial aircraft wings to reduce fuel consumption and emissions.,5,Create "A manufacturing company is assessing the cybersecurity risks associated with industrial IoT (IIoT) devices deployed in smart factories. Evaluate the security vulnerabilities of IIoT devices, including firmware vulnerabilities, supply chain risks, and unauthorized access points. Recommend security controls and best practices to mitigate IIoT-related threats and ensure operational resilience in industrial environments.",4,Evaluate Retell the steps to implement operator overloading in C++?,0,Remember Compare the various types of anomaly detection methods in terms of their sensitivity and specificity.,1,Understand "Compare the hydraulic performance of different stormwater management techniques (e.g., detention ponds, permeable pavement, green roofs) in reducing runoff and flood risk.",3,Analyze Create a new algorithm for optimizing the performance of a database query system under high concurrency and large dataset conditions.,5,Create Critically evaluate the role of artificial intelligence in autonomous vehicles and its potential impact on road safety and ethics.,2,Apply Imagine you are configuring network firewalls for a corporate data center. Discuss how you would apply intrusion prevention rules and traffic filtering policies to detect and block malicious network traffic.,2,Apply "Contrast the features and performance of different braking systems (e.g., disc brakes, drum brakes, regenerative brakes) in terms of stopping distance and thermal dissipation.",3,Analyze Evaluate the impact of different indexing strategies on query performance in database management systems.,3,Analyze Critically analyze the challenges and benefits of implementing robotics and automation in the construction industry.,2,Apply "Evaluate the security risks associated with different mobile device management (MDM) solutions (e.g., device encryption, remote wipe, containerization) in BYOD environments.",3,Analyze "Explain the concept of DevOps (development and operations), discussing its principles and practices for improving collaboration and software delivery.",1,Understand Propose and justify strategies for optimizing the efficiency of public transportation systems to reduce traffic congestion.,2,Apply "Explain the concept of stress analysis using finite element method, discussing its advantages and limitations in structural analysis.",1,Understand Judge the efficiency of a cognitive radio system in dynamic spectrum access for opportunistic spectrum utilization.,4,Evaluate Analyze the potential environmental impacts of large-scale land reclamation projects in coastal areas.,2,Apply "Distinguish between horizontal and vertical scaling in the context of scaling web applications, discussing their suitability for different scenarios.",3,Analyze Assess the feasibility of using unmanned aerial vehicles (UAVs) for inspecting and monitoring tall structures and bridges.,4,Evaluate "You are designing a deep learning model for image recognition in autonomous vehicles to identify traffic signs, pedestrians, and other objects in real-time. Create a convolutional neural network (CNN) architecture that achieves high accuracy, low latency, and robust performance under various environmental conditions, incorporating techniques such as transfer learning, data augmentation, and model compression for efficient deployment in resource-constrained embedded systems.",5,Create "A telecommunications company is considering the deployment of 5G technology for next-generation wireless networks. Evaluate the potential benefits and risks of 5G implementation, including factors such as network speed, latency, and spectrum allocation. Recommend deployment strategies and use cases to maximize the value of 5G technology for improved connectivity and innovative services.",4,Evaluate Recall the characteristics of a septic tank in wastewater treatment systems?,0,Remember Quote the definition of a DMZ (Demilitarized Zone) in network security architecture?,0,Remember Criticize the accuracy of digital twin simulations in predicting the behavior of complex mechanical systems.,4,Evaluate Assess the scalability of a content delivery network (CDN) for delivering multimedia content to a global audience.,4,Evaluate Design a robotic exoskeleton for assisting workers in performing physically demanding tasks in industries such as construction or manufacturing.,5,Create "Invent a new approach for optimizing the design of urban public spaces to promote social interaction, community engagement, and physical activity.",5,Create "Explain the concept of network address translation (NAT), discussing its role in conserving IP addresses and enhancing network security.",1,Understand You are working on a predictive maintenance system for industrial machinery. Describe how you would apply time series analysis and anomaly detection algorithms to monitor sensor data and identify potential equipment failures before they occur.,2,Apply Create a new communication protocol for enabling seamless connectivity and data exchange between heterogeneous IoT devices in smart city environments.,5,Create Create a system for automatically generating personalized music playlists based on user preferences and listening habits using machine learning.,5,Create "Interpret the concept of pavement design, discussing factors such as traffic volume, soil support, and climate conditions.",1,Understand Your team is tasked with designing a cooling system for an electric vehicle battery pack to maintain optimal operating temperatures. Compare the effectiveness of using air cooling versus liquid cooling systems in dissipating heat from the battery cells while minimizing energy consumption and system weight.,3,Analyze "Evaluate the impact of different caching strategies (e.g., write-through, write-behind, cache-aside) on reducing latency and improving data access speed in web applications.",3,Analyze Suppose you're performing anomaly detection in network traffic data. Describe the unsupervised learning algorithms and feature engineering techniques you would apply to detect unusual patterns and potential security threats.,1,Understand "An e-commerce website is experiencing slow loading times and frequent downtime during peak traffic periods. Evaluate the performance bottlenecks in the website's architecture, including database queries, server response times, and frontend rendering. Recommend performance optimization strategies to improve website responsiveness and user experience.",4,Evaluate Suppose you are developing a speech recognition system for virtual assistants. Discuss how you would apply recurrent neural networks (RNNs) and attention mechanisms to transcribe spoken language into text and understand user commands accurately.,2,Apply "Suppose you're designing a renewable energy system using solar photovoltaic panels. Describe how you would calculate solar irradiance, panel efficiency, and energy output to size the system and estimate electricity generation.",1,Understand Formulate an algorithm for automatically generating optimized code from high-level specifications written in a domain-specific language (DSL).,5,Create "Compare the features and performance of different recommendation systems (e.g., collaborative filtering, content-based filtering, matrix factorization) in personalized recommendation tasks.",3,Analyze Describe the significance of a safety factor in design engineering?,0,Remember "Contrast the characteristics of narrowband and spread spectrum communication systems, discussing their respective advantages and limitations.",3,Analyze "A security incident has occurred in your organization, and you are tasked with analyzing log data to identify potential security breaches. Evaluate the effectiveness of using Security Information and Event Management (SIEM) solutions such as Splunk versus ELK (Elasticsearch, Logstash, Kibana) Stack for log analysis and threat detection.",3,Analyze Recognize the syntax for defining a traffic signal timing plan?,0,Remember "Contrast the characteristics of symmetric and asymmetric encryption algorithms, discussing their suitability for encrypting data at rest and in transit.",3,Analyze Create a new sustainable construction material that utilizes recycled waste materials and alternative binders to reduce environmental impact and enhance structural performance.,5,Create Judge the scalability of a cloud-based identity and access management (IAM) solution for managing user identities and permissions.,4,Evaluate Imagine you're developing a mobile application for real-time navigation. Explain how you would integrate GPS technology with mapping APIs to provide turn-by-turn directions and traffic updates to users.,1,Understand Analyze the potential environmental impacts of urban sprawl and propose strategies for promoting compact city development.,2,Apply Your organization is undergoing a digital transformation initiative and requires a modern identity and access management (IAM) solution to secure user identities and access to resources. Compare the features and integration capabilities of cloud-based IAM platforms such as Okta versus Microsoft Azure Active Directory (Azure AD).,3,Analyze Propose creative solutions for reducing construction waste and promoting recycling in the construction industry.,2,Apply "Your company is designing an energy-efficient HVAC (heating, ventilation, and air conditioning) system for a commercial building. Compare the features and performance of different HVAC technologies (e.g., variable refrigerant flow, geothermal heat pumps, chilled beams) in providing thermal comfort while minimizing energy consumption and environmental impact.",3,Analyze "A renewable energy company is designing a solar power plant for generating electricity in a desert region with high solar irradiance. Analyze the factors that influence the selection of solar photovoltaic (PV) technologies (e.g., monocrystalline, polycrystalline, thin-film) and mounting configurations for maximizing energy yield and minimizing land use.",3,Analyze Compare and contrast various cryptographic algorithms for securing communications over the Internet and assess their resistance to attacks.,2,Apply "Describe the purpose of the ""this"" pointer in C++?",0,Remember "Contrast the principles of imperative and functional programming paradigms, discussing their suitability for concurrent and parallel programming tasks.",3,Analyze "Interpret the concept of distributed denial of service (DDoS) attacks, discussing their mechanisms and mitigation strategies.",1,Understand Criticize the interpretability of black-box machine learning models in healthcare.,4,Evaluate Compare and contrast different techniques for feature selection in machine learning models and analyze their impact on model interpretability.,2,Apply "Contrast the features and performance of different intrusion detection systems (e.g., signature-based IDS, anomaly-based IDS, host-based IDS) in identifying and mitigating cyber threats.",3,Analyze "Imagine you're optimizing the throughput of a Wi-Fi network in a crowded urban area. Explain how you would mitigate interference, improve signal coverage, and prioritize traffic using quality of service (QoS) mechanisms.",1,Understand "A municipal water utility is facing challenges in providing safe drinking water to residents due to aging water distribution infrastructure and contamination risks. Analyze the water treatment technologies (e.g., coagulation, filtration, disinfection) and recommend strategies for improving water quality and distribution system reliability.",3,Analyze Design a scalable and fault-tolerant content delivery network (CDN) for efficiently distributing multimedia content to users worldwide.,5,Create Tabulate the differences between laminar and turbulent flow in fluid dynamics?,0,Remember "Evaluate the effectiveness of different vibration isolation methods (e.g., rubber mounts, active vibration control, tuned mass dampers) in reducing vibrations in mechanical systems.",3,Analyze "A software development team is tasked with selecting a cloud computing provider for hosting mission-critical applications. Evaluate the performance, reliability, and security features of different cloud service providers, including AWS, Azure, and Google Cloud. Recommend the most suitable cloud platform based on workload requirements, compliance needs, and budget constraints.",4,Evaluate "Contrast the principles of analog and digital signal processing, assessing their respective advantages in real-time signal analysis.",3,Analyze Your company is developing a web application that requires real-time communication between clients and the server. Compare the advantages and disadvantages of using WebSocket protocol versus HTTP polling for achieving real-time updates.,3,Analyze "You are designing a satellite communication system for providing broadband internet access to remote communities. Compare the features and performance of different satellite constellations (e.g., geostationary orbit, low Earth orbit, medium Earth orbit) in terms of coverage area and latency.",3,Analyze "Suppose you're tasked with implementing a data backup strategy for a large enterprise. Describe the factors you would consider in choosing between incremental backups, differential backups, and full backups for different types of data.",1,Understand "Evaluate the impact of different regularization techniques (e.g., L1 regularization, L2 regularization, dropout regularization) on preventing overfitting in machine learning models.",3,Analyze "Your company is considering migrating its infrastructure to the cloud for improved scalability and cost-efficiency. Analyze the factors that need to be considered when choosing between public cloud providers such as AWS, Azure, and Google Cloud Platform.",3,Analyze "Compare the efficiency of different network protocols (e.g., TCP, UDP, SCTP) in supporting reliable data transmission and congestion control in computer networks.",3,Analyze Formulate an algorithm for automatically detecting and mitigating radio frequency interference (RFI) in wireless communication systems using machine learning.,5,Create Compare the various types of dams in terms of their structural characteristics and reservoir management.,1,Understand Recognize the purpose of a varactor diode in voltage-controlled oscillators?,0,Remember Critique the usability of a password manager application and propose enhancements based on user experience research.,4,Evaluate Analyze the trade-offs between using analog and digital modulation techniques for satellite communication systems.,2,Apply Recognize the syntax for defining an anonymous function in JavaScript?,0,Remember Evaluate the feasibility of using artificial intelligence algorithms for predicting maintenance requirements in industrial machinery.,2,Apply "Suppose you're developing an Internet of Things (IoT) application for smart home automation. Describe the wireless communication technologies and network topologies you would employ to connect sensors, actuators, and control devices.",1,Understand Devise a system for optimizing spectrum allocation in wireless networks to maximize throughput and minimize interference using machine learning.,5,Create "Compare the different types of digital filters (e.g., FIR, IIR) in terms of their stability, phase response, and implementation complexity.",1,Understand Design a decentralized social networking platform that ensures user privacy and data ownership using blockchain technology.,5,Create "Interpret the concept of land surveying techniques, discussing methods such as triangulation, traversing, and GPS surveying.",1,Understand Evaluate the performance impact of different content delivery network (CDN) architectures on website load times and user experience.,3,Analyze "Discuss the principles of text preprocessing techniques, explaining their role in NLP tasks.",1,Understand Solve a hypothetical scenario involving distributed denial of service (DDoS) attacks on a network infrastructure and propose effective countermeasures.,2,Apply Compare the different types of structural systems in terms of their load-carrying mechanisms and applications.,1,Understand Tabulate the differences between a stateful and a stateless firewall?,0,Remember Assess the feasibility of using green infrastructure for urban heat island mitigation and climate resilience.,4,Evaluate Imagine you are implementing a digital audio broadcasting (DAB) system for radio broadcasting. Describe how you would apply audio compression algorithms and multiplexing techniques to optimize bandwidth utilization and audio quality.,2,Apply Compare the various types of optimization algorithms in terms of their convergence speed and stability.,1,Understand Propose a novel algorithm for generating synthetic training data to address data scarcity issues in medical image analysis for diagnosing rare diseases.,5,Create Critically evaluate the role of 3D printing in the customization of medical implants and prosthetics.,2,Apply "Compare the scalability of different load balancing algorithms (e.g., round-robin, least connections, weighted round-robin) in distributing incoming traffic across server clusters.",3,Analyze Assess the feasibility of implementing massive MIMO technology for improving spectral efficiency and capacity in wireless networks.,4,Evaluate "Plan a system for implementing autonomous maintenance robots in large-scale industrial facilities for tasks such as cleaning, inspection, and repair.",5,Create "Analyze the trade-offs between using renewable energy sources (e.g., wind, solar) versus fossil fuels for power generation.",2,Apply Design a novel propulsion system for electric aircraft that combines battery-electric and hydrogen fuel cell technologies for extended range and endurance.,5,Create "You are tasked with designing a sustainable urban drainage system for managing stormwater runoff in a rapidly growing city. Create a drainage system that incorporates green infrastructure such as rain gardens, bioswales, and permeable pavements to reduce runoff volumes, improve water quality, and enhance urban biodiversity, incorporating hydraulic modeling, GIS analysis, and cost-benefit analysis for effective stormwater management and urban planning.",5,Create "You have been assigned to design a blockchain-based voting system for ensuring transparent and tamper-proof elections. Create a conceptual design for the voting system, including the structure of the blockchain network, consensus mechanism, smart contracts for voter registration and ballot casting, and mechanisms for verifying and tallying votes securely.",5,Create "Discuss the principles of time division multiplexing (TDM) in digital communication, explaining its advantages and limitations.",1,Understand Compare and contrast different methods for heat transfer enhancement in heat exchangers and analyze their effectiveness.,2,Apply Reproduce the steps to calculate the bending moment of a beam?,0,Remember Compare the different types of anomaly detection algorithms in terms of their detection capabilities and computational complexity.,1,Understand Judge the effectiveness of adversarial training techniques in improving model robustness.,4,Evaluate "You are tasked with designing a novel algorithm for optimizing resource allocation in cloud computing environments to minimize energy consumption while maximizing performance. Develop a detailed plan outlining the algorithm's design principles, implementation steps, and evaluation criteria for assessing its efficiency and scalability.",5,Create Propose a framework for using transfer learning and domain adaptation to improve the performance of machine learning models in low-resource domains.,5,Create "Discuss the role of cache memory in improving CPU performance, explaining the concepts of cache hit and cache miss.",1,Understand Invent a method for detecting and mitigating model drift in machine learning systems to ensure continued accuracy and reliability over time.,5,Create "Imagine you're evaluating the environmental impact of a construction project. Describe how you would perform environmental impact assessments (EIAs), identify potential risks, and propose mitigation measures to minimize adverse effects on ecosystems.",1,Understand Your team is developing a communication protocol for an Internet of Things (IoT) device that requires secure data transmission over a wireless network. Analyze the differences between using MQTT (Message Queuing Telemetry Transport) and CoAP (Constrained Application Protocol) for IoT communication in terms of reliability and resource efficiency.,3,Analyze "Compare the various data serialization formats (e.g., JSON, XML, Protocol Buffers) in terms of efficiency and readability.",1,Understand Invent a new protocol for secure and efficient communication between Internet of Things (IoT) devices in a smart home environment.,5,Create Imagine you're developing a chatbot for customer support. Describe how you would implement natural language understanding (NLU) and dialogue management using intent classification and response generation techniques.,1,Understand Assess the efficiency of a bug bounty program in incentivizing security researchers to discover and report software vulnerabilities.,4,Evaluate "Contrast the principles of synchronous and asynchronous programming models in concurrent software development, discussing their impact on scalability and responsiveness.",3,Analyze "Evaluate the impact of different fading models (e.g., Rayleigh fading, Rician fading, Nakagami fading) on the performance of wireless communication systems.",3,Analyze "Compare the characteristics of different wireless propagation models (e.g., free space model, two-ray ground model, log-distance path loss model) in predicting signal strength and coverage.",3,Analyze "Suppose you are managing a coastal erosion mitigation project for a shoreline community vulnerable to sea level rise and storm surges. Discuss how you would apply coastal engineering techniques and shoreline protection measures such as beach nourishment, seawalls, and groins to stabilize the coastline and preserve coastal assets.",2,Apply Propose a method for implementing cognitive radio networks that dynamically adapt to changing environmental conditions and spectrum availability.,5,Create Critique the performance of a deep learning model for natural language understanding and propose enhancements based on linguistic theories.,4,Evaluate Propose a method for retrofitting existing buildings with energy-efficient systems and renewable energy technologies to reduce carbon emissions and energy costs.,5,Create List the advantages of using steel trusses over timber trusses in building construction?,0,Remember "Compare the advantages and limitations of using imperative programming languages (e.g., C, Java) versus declarative programming languages (e.g., SQL, Prolog) for solving computational problems.",3,Analyze "A city is experiencing groundwater depletion and subsidence due to excessive groundwater pumping for irrigation and municipal water supply. Analyze the groundwater recharge techniques (e.g., infiltration basins, recharge wells, artificial recharge) and recommend strategies for replenishing aquifers and mitigating subsidence impacts on infrastructure and land stability.",3,Analyze Your team is developing a recommendation system for an e-commerce platform. Compare the advantages and limitations of collaborative filtering versus content-based filtering approaches in providing personalized product recommendations to users.,3,Analyze "As a civil engineer, you are tasked with designing a sustainable transportation system for a city aiming to reduce carbon emissions and promote active transportation. Explain how you would apply urban planning principles and multimodal transportation strategies to prioritize pedestrian walkways, bike lanes, and public transit routes while minimizing reliance on private vehicles.",2,Apply "Plan a sustainable transportation system for a city that integrates electric vehicles, bike-sharing programs, and pedestrian-friendly infrastructure.",5,Create "You are tasked with developing a disaster response communication system for coordinating emergency response efforts during natural disasters. Create a communication system that integrates voice, data, and video communication channels, enabling real-time collaboration and information sharing among emergency responders, government agencies, and affected communities to facilitate timely and effective disaster response and recovery operations.",5,Create "Compare the efficiency of different foundation systems (e.g., shallow foundation, deep foundation, pile foundation) in supporting structures on various soil types and ground conditions.",3,Analyze Hypothesize an approach for using deep reinforcement learning to optimize resource allocation and scheduling in cloud computing environments.,5,Create Criticize the reliability of structural health monitoring systems in detecting and assessing damage in bridges and infrastructure.,4,Evaluate "Compare the different types of joins in SQL (e.g., inner join, outer join, cross join), explaining their use cases and implications on query results.",1,Understand Analyze the impact of algorithmic bias on the fairness and inclusivity of machine learning models in hiring practices.,2,Apply "Invent a new method for improving the accuracy and reliability of indoor positioning systems using a combination of Wi-Fi, Bluetooth, and inertial sensors.",5,Create "Discuss the principles of secure coding practices, explaining techniques for preventing common vulnerabilities such as SQL injection and cross-site scripting.",1,Understand List the characteristics of a circular linked list?,0,Remember "Discuss the principles of software version control systems (e.g., Git, SVN), explaining their role in collaborative development and code management.",1,Understand Criticize the fairness and transparency of algorithmic decision-making systems used in online lending and credit scoring.,4,Evaluate Suppose you are designing a satellite-based internet service for rural communities. Discuss how you would apply beamforming technology and satellite constellation planning to provide high-speed internet access with wide coverage.,2,Apply Design a next-generation satellite communication system that provides high-speed and low-latency internet access to remote areas and maritime vessels.,5,Create "Distinguish between symmetric and asymmetric encryption algorithms, assessing their suitability for securing data transmission over public networks.",3,Analyze Examine the difference between a cantilever and a simply supported beam in structural systems?,0,Remember "Interpret the concept of stress analysis in beams, discussing methods such as bending moment diagrams and shear force diagrams.",1,Understand Devise a system for predicting and mitigating traffic congestion in urban areas using machine learning models trained on historical traffic data and real-time sensor readings.,5,Create "Explain the concept of software-defined networking (SDN), discussing its advantages in network management and automation.",1,Understand "Differentiate between TCP and UDP protocols in terms of their reliability, ordering guarantees, and overhead.",1,Understand Assess the scalability of federated learning approaches for training machine learning models across distributed devices.,4,Evaluate Devise a system for automatically generating personalized workout plans and dietary recommendations based on individual fitness goals and health conditions.,5,Create Suppose you're configuring a load balancing solution for a high-traffic website. Describe the load balancing algorithms and health-check mechanisms you would use to distribute incoming requests across multiple servers.,1,Understand "Recognize the significance of the keyword ""thermal conductivity"" in heat transfer analysis?",0,Remember Criticize the performance of multi-material additive manufacturing processes in achieving part quality and dimensional accuracy.,4,Evaluate "Interpret the concept of abstraction in programming, discussing how it facilitates code reuse and maintenance.",1,Understand Criticize the reliability of digital image correlation (DIC) techniques in measuring strain and deformation in materials testing.,4,Evaluate Analyze the potential societal impacts of integrating autonomous vehicles into existing transportation systems and urban landscapes.,2,Apply Debate the ethical considerations of using AI algorithms for autonomous vehicles.,4,Evaluate Devise a system for automatically monitoring and optimizing energy consumption in smart buildings using IoT sensors and actuators.,5,Create Compare the different types of heat transfer enhancement techniques in terms of their effectiveness and practicality.,1,Understand "Discuss the principles of gear design, explaining concepts such as gear ratio, tooth profile, and contact ratio.",1,Understand Quote the definition of Poisson's ratio in material mechanics?,0,Remember Debate the ethical considerations of using autonomous robots for demolition and deconstruction of buildings.,4,Evaluate Describe the significance of a percolation test in septic system design?,0,Remember Create a new framework for privacy-preserving data mining that enables collaborative analysis of sensitive datasets while protecting individual privacy.,5,Create Evaluate the potential environmental impacts of using green building materials for sustainable construction.,2,Apply You are involved in the rehabilitation of an aging dam structure to enhance its safety and resilience against seismic events. Describe how you would apply structural analysis techniques and retrofitting strategies to strengthen the dam and prevent potential failure modes.,2,Apply Recall the characteristics of a reinforced concrete column in structural design?,0,Remember Design a sustainable urban drainage system that integrates green infrastructure such as rain gardens and permeable pavements to mitigate stormwater runoff and reduce flooding.,5,Create "Recognize the purpose of the ""extern"" keyword in C programming?",0,Remember Identify the characteristics of a RAID 5 configuration?,0,Remember "You are developing a disaster recovery plan for a financial institution to ensure business continuity in the event of a cyberattack or natural disaster. Create a disaster recovery plan that includes risk assessments, backup and recovery procedures, communication protocols, and testing methodologies for validating the effectiveness of the plan in mitigating downtime and data loss.",5,Create Propose a framework for implementing predictive maintenance in railway infrastructure to improve safety and reliability of train operations.,5,Create "Evaluate the thermal conductivity of different insulation materials (e.g., fiberglass, foam, aerogel) in building envelopes, considering factors such as material density and porosity.",3,Analyze Invent a framework for automating the deployment and management of containerized microservices in a cloud-native environment.,5,Create "As a telecommunications engineer, you are deploying a microwave point-to-point link for high-speed data transmission between two locations. Explain how you would apply Fresnel zone clearance calculations and link budget analysis to ensure line-of-sight connectivity and signal reliability.",2,Apply "Compare the efficiency of different search algorithms (e.g., linear search, binary search, interpolation search) for finding elements in a sorted array.",3,Analyze Propose innovative solutions for integrating renewable energy sources into the electrical grid to support sustainable development.,2,Apply Propose a framework for integrating terahertz communication technology into existing wireless networks for high-speed data transmission in indoor environments.,5,Create "Suppose you're deploying a unified communication platform for a multinational corporation. Explain how you would integrate voice over IP (VoIP), video conferencing, instant messaging, and email services to enhance collaboration and productivity.",1,Understand Judge the reliability of numerical modeling techniques in predicting the long-term behavior of soil-structure interaction.,4,Evaluate "Compare the different types of transmission impairments (e.g., attenuation, distortion, noise) in communication channels, discussing their effects on signal quality.",1,Understand "You are tasked with designing a cybersecurity framework for securing Internet of Things (IoT) devices in a smart city infrastructure. Create a comprehensive cybersecurity framework that addresses the unique challenges of IoT security, including device authentication, data encryption, firmware updates, and anomaly detection for IoT networks and applications.",5,Create "Critically evaluate the role of civil engineering in addressing global challenges such as urbanization, population growth, and resource scarcity.",2,Apply Compare and contrast different methods for earthquake-resistant building design and analyze their effectiveness.,2,Apply Analyze the ethical considerations surrounding the use of predictive analytics in credit scoring and loan approval processes.,2,Apply "Imagine a new deep learning architecture for processing multimodal data (e.g., text, images, and audio) in autonomous vehicles. Design its neural network topology and training methodology.",5,Create Formulate an algorithm for optimizing resource allocation in cloud computing environments based on real-time workload and performance metrics.,5,Create Plan a satellite communication system for providing broadband internet access to remote and underserved regions around the world.,5,Create Suppose you're setting up a disaster recovery site for a financial institution. Explain the replication techniques and failover mechanisms you would deploy to ensure business continuity in case of system failures or natural disasters.,1,Understand "Devise a new method for improving the interpretability of deep learning models, allowing users to understand and trust model predictions more effectively.",5,Create Reproduce the steps to perform a field density test on soil?,0,Remember Evaluate the potential risks and benefits of using autonomous construction vehicles for earthmoving and excavation tasks.,2,Apply Design a personalized health monitoring system that analyzes sensor data from wearable devices to provide real-time insights and recommendations.,5,Create "You are leading a team of data scientists in developing an artificial intelligence (AI) system for predictive maintenance of industrial machinery. Create a predictive maintenance model using machine learning algorithms to analyze sensor data, detect equipment failures in advance, and schedule maintenance activities proactively to minimize downtime and maintenance costs.",5,Create State the output of a given Wireshark capture analysis showing TCP handshake?,0,Remember "Compare the various types of filters (e.g., low-pass, high-pass, band-pass) in terms of their frequency response and implementation.",1,Understand "Explain the concept of environmental impact assessment, discussing its objectives and methodologies for evaluating the effects of infrastructure projects.",1,Understand "Discuss the principles of water resources management, explaining topics such as hydrology, water conservation, and water resource planning.",1,Understand "Explain the concept of digital signal processing (DSP), discussing its applications in audio processing, image processing, and communications.",1,Understand "Compare the environmental impact of different construction techniques (e.g., conventional construction, prefabrication, modular construction) in terms of waste generation and resource utilization.",3,Analyze List the advantages of using a geosynthetic material in pavement design?,0,Remember "Explain the concept of recursion in data structures, providing examples of recursive algorithms for tree traversal and graph traversal.",1,Understand Solve a hypothetical scenario involving a ransomware attack on a critical infrastructure system and propose strategies for recovery and prevention.,2,Apply "A transportation agency is planning a road widening project to accommodate increasing traffic volumes and improve traffic flow. Analyze the traffic management strategies (e.g., lane reconfiguration, signal synchronization, roundabout implementation) and recommend solutions for minimizing disruptions to traffic during construction and maximizing safety for road users.",3,Analyze Criticize the thermal efficiency of a combined cycle gas turbine power plant under varying load conditions.,4,Evaluate Judge the reliability of a penetration testing framework in identifying and exploiting security vulnerabilities in web applications.,4,Evaluate Formulate an algorithm for automatically generating secure and memorable passwords based on user preferences and security requirements.,5,Create "Evaluate the reliability and security of different wireless networking standards (e.g., Wi-Fi, Bluetooth, Zigbee) for Internet of Things (IoT) applications.",3,Analyze Examine the difference between stress and strain in material mechanics?,0,Remember Analyze the ethical dilemmas associated with the development and deployment of autonomous drones for surveillance and reconnaissance missions.,2,Apply "Contrast the principles of instance-based learning and model-based learning methods, discussing their respective approaches to generalization and prediction.",3,Analyze "Interpret the concept of slope stability analysis, discussing factors such as soil properties, groundwater conditions, and external forces.",1,Understand Retell the steps to perform stress analysis using the finite element method (FEM)?,0,Remember "State the significance of the keyword ""volatile"" in Java programming?",0,Remember Recognize the syntax for setting up a MATLAB script for simulating a communication system?,0,Remember State the output of a given flow rate analysis in open channel hydraulics?,0,Remember Invent a method for harnessing ocean wave energy to generate electricity for coastal communities and offshore facilities.,5,Create "Explain the concept of diversity reception in wireless communication, discussing techniques such as antenna diversity and space diversity.",1,Understand "Evaluate the performance impact of different caching strategies (e.g., write-through, write-behind, read-through, read-around) in distributed systems.",3,Analyze Describe the process of channel equalization in communication systems?,0,Remember Critique the performance of green building materials in improving energy efficiency and indoor air quality.,4,Evaluate "Discuss the principles of software design patterns (e.g., singleton, factory, observer), explaining their use cases and benefits in software development.",1,Understand "Compare the energy efficiency of different refrigeration cycles (e.g., vapor compression cycle, absorption cycle, Stirling cycle) in cooling applications.",3,Analyze "Contrast the benefits and limitations of using traditional surveying methods (e.g., total station, GPS, level) versus remote sensing techniques (e.g., LiDAR, aerial imagery) in land mapping and terrain modeling.",3,Analyze "Compare the performance of different sorting algorithms (e.g., bubble sort, insertion sort, selection sort) under varying input conditions.",3,Analyze Analyze the ethical implications of using artificial intelligence algorithms for automated decision-making in healthcare.,2,Apply "Distinguish between different types of soil stabilization methods (e.g., soil cement, lime stabilization, chemical stabilization), discussing their effectiveness in improving soil strength and bearing capacity.",3,Analyze Invent a blockchain-based solution for transparent and tamper-proof certification of academic credentials and professional qualifications.,5,Create Compare the advantages and disadvantages of using passive and active filters in electronic signal processing applications.,3,Analyze "Describe the purpose of the ""volatile"" keyword in concurrent programming?",0,Remember "Explain the concept of noise in communication systems, discussing its sources and mitigation techniques.",1,Understand