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The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. What do organisms require for growth? A. rocks B. hats C. DNA D. oxygen E. genes F. Heat G. food H. rain forest Answer:
G
qasc
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Seasonal changes are made in response to changes in what? A. mentality B. buildings C. environment safety D. locales Answer:
D
openbookqa
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Select \emph{incorrect} statement. Complexity analysis of an attack consideres A. time complexity. B. memory complexity. C. probability of success. D. difficulty to understand a corresponding journal paper. Answer:
A
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Apical dominance, seed germination, gravitropism, and resistance to freezing are all positively influenced by what type of chemicals in plants? A. hormones B. enzymes C. photosynthesis D. pesticides Answer:
A
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. What is one major cause of skin cancer? A. ultraviolet light B. visible light C. infrared light D. sunscreen Answer:
A
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. A tiger with a stubby tail most likely A. has children with long tails B. had ancestors with that trait C. has siblings with long tails D. had parents with long tails Answer:
B
openbookqa
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Let \( P(n) \) be a proposition for a positive integer \( n \) (positive integers do not include 0). You have managed to prove that \( orall k > 2, \left[ P(k-2) \wedge P(k-1) \wedge P(k) ight] ightarrow P(k+1) \). You would like to prove that \( P(n) \) is true for all positive integers. What is left for you to do ? A. None of the other statement are correct. B. Show that \( P(1) \) and \( P(2) \) are true, then use strong induction to conclude that \( P(n) \) is true for all positive integers. C. Show that \( P(1) \) and \( P(2) \) are true, then use induction to conclude that \( P(n) \) is true for all positive integers. D. Show that \( P(1) \), \( P(2) \) and \( P(3) \) are true, then use strong induction to conclude that \( P(n) \) is true for all positive integers. Answer:
D
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Consider the exhaustive search of a uniformly distributed key in a set of size $N$. Think of the possible strategies and their complexities. Which of the following is \textbf{not} possible (We assume that memory access is constant.) A. Find the key with precomputation: $0$, memory: $O(1)$, time: $O(N)$. B. Find the key with precomputation: $O(N)$, memory: $O(N)$, time: $O(1)$. C. Find the key with precomputation: $O(N)$, memory: $O(N^{2/3})$, time: $O(N^{2/3})$. D. Find the key with precomputation: $0$, memory: $O(N)$, time: $O(1)$. Answer:
A
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. What type of seed-bearing structure of a flowering plant usually develop into? A. Stem B. fruit C. food D. Apple Answer:
B
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Courtship is behavior that is intended to A. protect them B. reproduce C. compete D. animals E. communicate F. humans G. offspring H. pollinate Answer:
B
qasc
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Which organelle specific to plant cells is responsible for photosynthesis? A. the mitochondria B. the vacuole C. the lipid D. the chloroplast Answer:
D
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. What type of energy do plants require to grow? A. carbon dioxide B. adding heat C. hydrogen and oxygen D. Organic compounds E. heat energy F. Converted sugar G. Electromagnetic H. organic molecules Answer:
G
qasc
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. What is the term for the process of exposing a person to a pathogen on purpose in order to develop immunity? A. priming B. ramping C. vaccination D. evacuation Answer:
C
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Consider optimizing a matrix factorization $\boldsymbol{W} \boldsymbol{Z}^{\top}$ in the matrix completion setting, for $\boldsymbol{W} \in \mathbb{R}^{D \times K}$ and $\boldsymbol{Z} \in \mathbb{R}{ }^{N \times K}$. We write $\Omega$ for the set of observed matrix entries. Which of the following statements are correct? A. Given any $\Omega$, for $K:=\min \{N, D\}$, there is an exact solution to the problem. B. In general, a step of $\mathrm{SGD}$ will change all entries of the $\mathbf{W}$ and $\mathbf{Z}$ matrices. C. Adding a Frob-norm regularizer for $\boldsymbol{W}$ and $\boldsymbol{Z}$ to the matrix factorization objective function makes the objective convex. D. A step of alternating least squares is more costly than an SGD step. E. For complete observations $\Omega=[1 \ldots D] \times[1 \ldots N]$, the problem can be solved by the singular value decomposition. F. The cost of an SGD step depends on the number of observed entries. Answer:
A
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. What is the source of precipitation? A. clouds B. the sea C. pollution D. the atmosphere Answer:
D
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. what is so small it can only be seen with an electron microscope? A. clouds B. cell C. DNA D. ovum E. HIV F. magnified G. h2o H. RNA Answer:
E
qasc
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. With the decrease in size of Antarctica Fiji will soon be A. gone B. better for fishing C. richer D. colder Answer:
A
openbookqa
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. The Fermat Test outputs `maybe prime' with probability which may be high given though $n$ is composite when ... A. $n$ is an even composite. B. $n$ is a Fermat number. C. $n$ is the multiplication of two primes. D. $n$ is a Carmichael number. Answer:
A
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Which of the following algorithms is \emph{not} a hash function? A. SHA-1 B. MD5 C. RC4 D. MD4 Answer:
A
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. What is approximately the average stroke volume in humans? A. 75 ml B. 70 ml C. 80 ml D. 65 ml Answer:
B
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Warm weather organisms live in what kind of climates? A. icey B. summerlike C. frosty D. frigid Answer:
B
openbookqa
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Consider the following PyTorch code: class ThreeLayerNet (nn.Module): def __init__(): super().__init__() def forward(x): x = nn.Linear(100, 10)(x) x = nn.ReLU()(x) x = nn.Linear(10, 200)(x) x = nn.ReLU()(x) x = nn.Linear(200, 1)(x) return x Suppose that inputs are 100-dimensional, and outputs are 1-dimensional. What will happen if we try to train this network? A. There will be an error because we are re-using the variable x throughout the forward() method. B. There will be an error because the second layer has more neurons than the first. The number of neurons must never increase from one layer to the next. C. The model will not train properly. The performance will be the same at the beginning of the first epoch and at the end of the last epoch. D. Everything is fine. Answer:
C
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. What should the minimal length of the output of a hash function be to provide security against \emph{collision attacks} of $2^{256}?$ A. $2^{256}$ bits. B. $2^{512}$ bits. C. $256$ bits. D. $512$ bits. Answer:
A
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. changing from a liquid into a solid by reducing heat energy what? A. heats up B. Evaporation C. Dehydration D. warms E. kinetic energy F. melts G. boiling H. solidifies Answer:
H
qasc
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. The worst case complexity of an exaustive search (with memory) against DES is\dots A. $1$ B. $\frac{2^{64}}{2}$ C. $2^{56}$ D. $2^{64}$ Answer:
A
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. What is produced when a base is dissolved in water? A. hydroxide ions B. ingredient ions C. synthesis ions D. alkaline ions Answer:
A
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Topographic maps have a horizontal scale to indicate what distances? A. horizontal B. perpendicular C. vertical D. diagonal Answer:
A
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Terrestrial and aquatic are the two basic categories of what, on earth? A. atmospheres B. biomes C. dendrites D. substrates Answer:
B
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Cell walls, plastids, and a large central vacuole distinguish plant cells from what? A. phloem cells B. parenchyma cells C. eukaryotic cells D. animal cells Answer:
D
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Which statement is false about clustering? A. K-means fails to give good results if the points have non-convex shapes B. In K-means, bad initialization can lead to poor convergence speed C. DBSCAN is a deterministic algorithm D. DBSCAN algorithm is robust to outliers E. Density-based clustering fails to discover non-convex clusters Answer:
C
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. The lungs perform gas exchange using air and what fluid, which is coming and going from the heart? A. blood B. mucus C. saliva D. water Answer:
A
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Tick the \textbf{\emph{correct}} assertion. A random oracle $\ldots$ A. returns the same answer when queried with two different values. B. is instantiated with a hash function in practice. C. has predictable output before any query is made. D. answers with random values that are always independent of the previous queries. Answer:
A
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. What lasts only as long as the proteins that attach to an antigen survive in body fluids? A. hospitalization B. recovery C. parasites D. solid, liquid, gas E. Leptospirosis F. Allergies G. resistance H. passive immunity Answer:
H
qasc
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Which would you use a graduated cylinder for? A. to measure bone shards B. to measure a solid C. to measure a dog D. to measure grape kool-aid Answer:
D
openbookqa
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. what usually has a shell? A. an object B. humans C. animals D. density E. tortoises F. barnacles G. h2o H. oysters Answer:
H
qasc
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. What completes the process as undigested material passes out of the digestive system? A. elimination B. accumulation C. culmination D. reaction Answer:
A
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Which procedure helps modern nuclear physics convert lead into gold? A. nuclear fission B. matter fusion C. nuclear bombardment D. evaporation Answer:
C
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Deposition refers to when a gas changes to what state? A. plasma B. half liquid half gas C. liquid D. solid Answer:
D
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Heat exposure at higher temperatures without ability to regulate internal body temperatures will result in the expiration of which of these? A. ace of spades B. bored ghosts C. large bridge D. gila monster Answer:
D
openbookqa
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Under certain conditions, maximizing the log-likelihood is equivalent to minimizing mean-squared error for linear regression. The mean-squared error can be defined as $\mathcal{L}_{m s e}(\mathbf{w}):=$ $\frac{1}{2 N} \sum_{n=1}^{N}\left(y_{n}-\widetilde{\mathbf{x}}_{n}^{\top} \mathbf{w}\right)^{2}$ and $y_{n}=\widetilde{\mathbf{x}}_{n}^{\top} \mathbf{w}+\varepsilon_{n}$ is assumed for the probabilistic model. Which of following conditions is necessary for the equivalence? A. The noise parameter $\varepsilon_{n}$ should have a normal distribution. B. The target variable $y_{n}$ should have a normal distribution. C. The i.i.d. assumption on the variable $\mathbf{w}$. D. The conditional probability $p\left(y_{n} \mid \widetilde{\mathbf{x}}_{n}, \mathbf{w}\right)$ should follow a Laplacian distribution. E. The noise parameter $\varepsilon_{n}$ should have non-zero mean. Answer:
A
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Tick the \emph{true} assertion related to the ElGamal signature scheme. A. A signature of a given message is obtained in a deterministic way. B. The generator $g$ generates a subgroup of prime order. C. The signature verification procedure is probabilistic. D. The main computational cost of the signature generation is due to one modular exponentiation. Answer:
A
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Flagella help what move? A. graptolites B. bacteria C. fish D. fungi E. allow growth F. Most plants G. organelles H. nuclei Answer:
B
qasc
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Depressions can be associated with what? A. sweating B. Tropical C. laugheter D. decrease stamina E. lack of storms F. happiness G. thunderstorms H. erosion Answer:
G
qasc
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Tick the \textbf{true} assertion. In a zero-knowledge interactive proof for $L$, \ldots A. for any ppt verifier, there is a simulator which for any $x \in L$ produces a conversation indistinguishable from the original conversation. B. for any ppt verifier, for some $x \in L$, any simulated conversation is indistinguishable from the original conversation. C. the simulator imitates the verifier. D. the simulator is computationaly unbounded. Answer:
A
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. What are 2 common growth patterns of population? A. exponential and economical B. migratory and logistic C. organic and inorganic D. exponential and logistic Answer:
D
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Which of the following is correct regarding prediction models? A. Training error being less than test error means overfitting B. Training error being less than test error means underfitting C. Complex models tend to overfit, unless we feed them with more data D. Simple models have lower bias than complex models Answer:
C
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. cells can be damaged when they lose their ability to what A. divide B. retina C. produce air D. grow E. produce enzymes F. alveoli G. stay warm H. breathe Answer:
A
qasc
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Which of the following statements about index merging (when constructing inverted files) is correct? A. While merging two partial indices on disk, the inverted lists of a term are concatenated without sorting B. Index merging is used when the vocabulary does no longer fit into the main memory C. The size of the final merged index file is O (n log2 (n) M )), where M is the size of the available memory D. While merging two partial indices on disk, the vocabularies are concatenated without sorting Answer:
A
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Graded potentials are temporary changes in what, the characteristics of which depend on the size of the stimuli? A. organic voltage B. components voltage C. membrane voltage D. organism voltage Answer:
C
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. A 40 foot wide hole is found in the dessert. It's shaped like a ball had hit it. What could have happened? A. something from space entered the atmosphere B. a lizard built the hole C. the moon's gravity pulled sand out of the hole D. a dust storm filled it in Answer:
A
openbookqa
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. The cell wall acts as an extra layer of protection, helps the cell maintain its shape, and prevents what? A. Respiration B. dehydration C. exhaustion D. extinction Answer:
B
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. What can threatening behavior cause? A. love B. toxins C. Pollution D. disease E. knowledge F. injury G. negative H. friendship Answer:
F
qasc
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Consider the Diffie-Hellman secret-key-exchange algorithm performed in the cyclic group $(\mathbb{Z}/11\mathbb{Z}^\star, \cdot)$. Let $g=2$ be the chosen group generator. Suppose that Alice's secret number is $a=5$ and Bob's is $b=3$. Which common key $k$ does the algorithm lead to? Check the correct answer. A. $10$ B. $7$ C. $8$ D. $9$ Answer:
A
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. In what type of process does heat flow into its surroundings and cause an increase in kinetic energy? A. oscillating process B. exothermic process C. biochemical process D. chemical process Answer:
B
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Historically, certain bacteriophages have also been used as cloning vectors for making what? A. diverse libraries B. genomic libraries C. ultraviolet libraries D. specific libraries Answer:
B
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Consider a message $T$ and a key $K$ chosen independently from $T$. True or false: If there exists a perfectly secret encryption scheme using $K$, then $H(T) \leq H(K)$. A. True B. False Answer:
A
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Select the \emph{correct} answer. A. The dictionary attack needs no precomputation. B. The dictionary attack has a memory complexity of order 1. C. The multi-target dictionary attack needs no precomputation. D. The success probability of the dictionary attack depends on the size of the dictionary. Answer:
A
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Name the organ located behind the nasal cavity in which both food and air pass through? A. medulla B. diaphragm C. sinus D. pharynx Answer:
D
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Let $p>2$ be a prime. Then \dots A. for any $x \in \mathbb{Z}_p^*$, we have $x^p \bmod{p} = 1$. B. the set of quadratic residues modulo $p$ form a field. C. the set of quadratic residues modulo $p$ is of order $(p-1)/2$. D. $\phi(p^2) = (p-1)^2$. Answer:
A
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. The major fuel for the brain is which carbohydrate? A. glutamate B. sucrose C. glucose D. insulin Answer:
C
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. You may use a tree to A. build a human B. build a bench C. build a car D. build a computer Answer:
B
openbookqa
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. What can change the structure of DNA? A. Mutations B. rays or beams C. Genes D. radiation E. DNA F. Smoking G. Microscope H. Chemicals Answer:
A
qasc
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. What is the term for physicians and scientists who research and develop vaccines and treat and study conditions ranging from allergies to aids? A. virologists B. vaccinologists C. endocrinologists D. immunologists Answer:
D
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Tick the \textbf{false} assertion. A distinguisher can \ldots A. \ldots be a first step towards key recovery in block ciphers. B. \ldots be assumed deterministic when it is computationally unbounded. C. \ldots factorize big numbers. D. \ldots differentiate the encryption of two known plaintexts. Answer:
A
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Which of the following statements is correct? A. When applying stochastic gradient descent on the objective function $f(\boldsymbol{w}):=\sum_{n=1}^{30}\left\|\boldsymbol{w}-\boldsymbol{x}_{n}\right\|^{2}$ where $\boldsymbol{x}_{n}$ are the datapoints, a stochastic gradient step is roughly $30 \times$ faster than a full gradient step. B. In practice, it could be good to let your model first overfit your task, and then apply drop-out or other regularization techniques. C. When applying stochastic gradient descent on the objective function $f(\boldsymbol{w}):=\sum_{n=1}^{30} n \cdot\|\boldsymbol{w}\|^{2}$, a stochastic gradient (for the $n$-th summand) is given by $2 n \cdot \boldsymbol{w}$. D. The function $f(\boldsymbol{u} ; \boldsymbol{v}):=g\left(\boldsymbol{u} \boldsymbol{v}^{\top}\right)$ is convex over the set of pairs of vectors $(\boldsymbol{u} ; \boldsymbol{v}) \in \mathbb{R}^{2} \times \mathbb{R}^{2}$, when $g: \mathbb{R}^{2 \times 2} \rightarrow \mathbb{R}$ is defined as $g(\boldsymbol{X}):=X_{12}+X_{21}$. Answer:
A
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. What is an area that is saturated with water or covered by water for at least one season of the year? A. a peat B. a wetland C. a valley D. a bog Answer:
B
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. In addition to a slippery road, blizzards can be dangerous to drive in because A. you may only see a car in front of you when it's too late B. snow might break your windshield C. a lot of deer like to travel during blizzards D. a tornado is likely to pick up your car Answer:
A
openbookqa
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. After the join step, the number of k+1-itemsets A. is equal to the number of frequent k-itemsets B. can be equal, lower or higher than the number of frequent k-itemsets C. is always higher than the number of frequent k-itemsets D. is always lower than the number of frequent k-itemsets Answer:
B
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. What is the closed circulatory system of humans and other vertebrates called? A. reproductive system B. cardiovascular system C. digestive system D. respiratory system Answer:
B
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Tick the \textbf{incorrect} assertion. A. ECDSA uses elliptic curves. B. PKCS\#1v1.5 uses plain RSA as an internal routine. C. An ECDSA signature consists in the message and a pair of elements in $\mathbb{Z}_n$. D. Subtraction is hard to perform on an elliptic curve. Answer:
A
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. The outer planets are made of hydrogen and helium, so they are termed what? A. hydrogen giants B. helium giants C. light giants D. gas giants Answer:
D
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Let $S_{0},S_{1},S_{2},\dots$ be an infinite sequence produced by a source $\mathcal{S}$. All $S_{n}$ take values in $\{0,1\}$, and $S_{n+1}$ depends only on $S_n$, that is, $p_{S_{n+1} | S_0, \dots, S_n}(s_{n+1} | s_0, \dots, s_n) = p_{S_{n+1} | S_n}(s_{n+1} | s_n)$. The probability $p_{S_{n+1}|S_{n}}$ is schematically represented in the graph below: egin{center} ikzset{ state/.style = { draw, circle, minimum size = 20pt, font = ontsize{12}{12}\selectfont, } } egin{tikzpicture}[> = latex] ode[state] (a) {$0$}; ode[state, right of = a] (b) {$1$}; \path[->] (a) edge[bend left, above] node {$1/2$} (b); \path[->] (a) edge[loop left] node {$ rac{1}{2}$} (); \path[->] (b) edge[bend left, below] node {$1/4$} (a); \path[->] (b) edge[loop right] node {$ rac{3}{4}$} (); \end{tikzpicture} \end{center} For instance, the edge from $0$ to $1$ means that $p_{S_{n+1}|S_{n}}(1|0) = rac{1}{2}$. We also have that $p_{S_0}(0)=1$. True or false: $H(\mathcal{S})= h(1/3)$, where $h$ is the binary entropy. A. True B. False Answer:
A
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. All female platypus' A. lay eggs B. give live birth C. reframe from reproduction D. give live aid Answer:
B
openbookqa
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. what occurs over geologic time above the level of the species? A. Warm air moving into cold air B. rapid expansion C. tectonic plates coliding D. remains of prehistoric life E. wind and erosion F. Something with a head, thorax, and abdomen G. add special capability genes H. tectonic plates being pushed together Answer:
G
qasc
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Which attribute gives the best split?A1PNa44b44A2PNx51y33A3PNt61j23 A. A1 B. A3 C. A2 D. All the same Answer:
B
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. What natural disaster is california most linked with? A. hurricanes B. fires C. earthquakes D. volcanoes Answer:
C
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. In which of the following groups is the decisional Diffie-Hellman problem (DDH) believed to be hard? A. In $\mathbb{Z}_p$, with a large prime $p$. B. In large subgroup of smooth order of a ``regular'' elliptic curve. C. In a large subgroup of prime order of $\mathbb{Z}_p^*$, such that $p$ is a large prime. D. In $\mathbb{Z}_p^*$, with a large prime $p$. Answer:
A
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. What term describes a collection of similar cells that had a common embryonic origin? A. tissue B. nucleus C. plasma D. organ-level organization Answer:
A
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Select the \emph{incorrect} statement. A. The non-deterministic encryption can encrypt one plaintext into many ciphertexts. B. The non-deterministic encryption always provides perfect secrecy. C. Plain RSA encryption is deterministic. D. ElGamal encryption is non-deterministic. Answer:
A
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Which of the following is a mode of operation for blockciphers that requires a non-repeating IV (a nonce) to be secure? A. ECB B. CBC C. TCS D. CTR Answer:
A
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Your aim is to evaluate a movie review analysis system, the purpose of which is to determine whether a review is globally positive or negative. For each movie review, such a system outputs one of the following classes: positive and negative. To perform your evaluation, you collect a large set of reviews and have it annotated by two human annotators. This corpus contains 95% of negative reviews (this 95% ratio is for this first question only and may change in the next questions). What metrics do you think are appropriate to evaluate the system on this corpus? You will get a penalty for wrong ticks. A. Cohen's kappa B. accuracy C. precision D. recall E. standard deviation F. F1-score Answer:
A
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. What consists of thylakoid membranes surrounded by stroma? A. a chloroplast B. a photon C. a stem D. a nucleus Answer:
A
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Consider a classification problem using either SVMs or logistic regression and separable data. For logistic regression we use a small regularization term (penality on weights) in order to make the optimum welldefined. Consider a point that is correctly classified and distant from the decision boundary. Assume that we move this point slightly. What will happen to the decision boundary? A. Small change for SVMs and small change for logistic regression. B. No change for SVMs and large change for logistic regression. C. No change for SVMs and no change for logistic regression. D. No change for SVMs and a small change for logistic regression. E. Large change for SVMs and large change for logistic regression. F. Large change for SVMs and no change for logistic regression. G. Small change for SVMs and no change for logistic regression. H. Small change for SVMs and large change for logistic regression. I. Large change for SVMs and small change for logistic regression. Answer:
D
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. what contributes to soils? A. roundworms B. humans C. rainfall D. cacti E. bacteria F. weathering G. viruses H. Most plants Answer:
A
qasc
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. The vast majority of what phenomena occurs along one of three types of plate boundaries? A. volcanoes B. earthquake C. hurricane D. tornados Answer:
B
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. What generally carries something bright red? A. bears B. veins C. arteries D. mammals E. nerves F. fur seals G. Cars H. bones Answer:
C
qasc
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. After the roots develop, most absorb what? A. root systems B. spores and sunlight C. heat energy D. water and minerals E. Chemical energy F. salt and water. G. It helps them survive H. water and ammonia Answer:
D
qasc
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. In order to avoid the Bleichenbacher attack in ElGamal signatures, \ldots A. \ldots authors should put their name in the message. B. \ldots groups of prime order should be used. C. \ldots groups of even order should be used. D. \ldots groups with exponential number of elements should be used. Answer:
A
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. what do seasons cause change to? A. one celled organisms B. an object C. native habitats D. coastlines E. an external framework F. body water G. colors of the spectrum H. our nearest star Answer:
C
qasc
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Fossil fuels are burned in many what? A. roads B. Fuel cells C. solids D. fossilized animals E. power F. engines G. energy H. Electrical Answer:
F
qasc
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. what do organellescontain? A. Energy B. honeybees C. sensory neurons D. matter vibrating E. aerobic capacity F. bioaerosols G. alveoli H. chlorophyll Answer:
H
qasc
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Tick the \emph{incorrect} assertion. In RSA with public key $(e,N)$ and private key $(d,N)$ \ldots A. we can recover $d$ if we can compute square root modulo $N$ efficiently. B. $e=3$ can be a valid choice of the public key-exponent. C. to decrypt a ciphertext $c$, we compute $c^d \bmod{N}$. D. we must have that $\gcd(e,d) = 1$ to be able to decrypt unambiguously. Answer:
A
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Organisms cannot live alone, needing other organisms to survive; what is this relationship called? A. independence B. interdependence C. dominance D. coexistence Answer:
B
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Safety glasses should be worn around A. water B. bleach C. air D. computers Answer:
B
openbookqa
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. In humans, the sperm cell is the only cell with what structure that enables motility? A. sporangia B. eukaryotic C. flagella D. False Cell Answer:
C
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. What do animals require for survival? A. food B. glycogen C. Lithium D. water E. sugar F. Helium G. Aluminum H. Oxygen Answer:
H
qasc
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. Nearly all earthquakes occur where? A. in Asia B. in large cities C. plate boundaries D. plate centers Answer:
C
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. An HMM model would not be an appropriate approach to identify A. Named Entities B. Part-of-Speech tags C. Concepts D. Word n-grams Answer:
D
m1_preference
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. What are electrons at the outermost energy level of an atom are called? A. ions B. valence electrons C. shell electrons D. core electrons Answer:
B
sciq
The following are multiple choice questions (with answers) about knowledge and skills in advanced master-level STEM courses. When matter reacts, there can be what that comes from nowhere and is unaccounted for? A. bonds B. concentrations C. mass D. combustions Answer:
C
sciq