question stringlengths 11 711 | domain stringclasses 8
values | company stringclasses 30
values | year float64 2.02k 2.02k ⌀ | coding stringclasses 2
values | personal_exp stringclasses 2
values | category float64 0 1 |
|---|---|---|---|---|---|---|
how can we handle missing data? | Data Science | Intel | null | no | no | 0 |
how can we select an appropriate value of k in k-means? | Data Science | Intel | null | no | no | 0 |
how did threat intelligence help prevent attacks? | Data Analytics | Intel | null | no | no | 0 |
how do precision and recall differ from each other, and how can they help in assessing the effectiveness of machine learning models? | Data Analytics | Intel | null | no | no | 0 |
how do you assess the credibility of threat intelligence sources? | Data Analytics | Intel | null | no | no | 0 |
how do you balance maintaining security with business goals and initiatives? | Data Analytics | Intel | null | no | no | 1 |
how do you build a random forest model? | Data Science | Intel | null | no | no | 1 |
how do you collaborate with other teams that may have different priorities? | Data Analytics | Intel | null | no | no | 1 |
how do you prioritize threats based on potential impact? | Data Analytics | Intel | null | no | no | 0 |
how do you stand out from the crowd? | Data Analytics | Intel | null | no | no | 0 |
how do you stay up to date with new threats and vulnerabilities? | Data Analytics | Intel | null | no | no | 0 |
how has this failure helped you to become a better Data Science? | Data Analytics | Intel | null | no | no | 1 |
how is data modeling different from database design? | Data Science | Intel | null | no | no | 0 |
how is data science different from traditional application programming? | Data Science | Intel | null | no | no | 0 |
how is python useful in data science? | Data Science | Intel | null | no | no | 0 |
how is the accuracy of the model calculated? | Data Science | Intel | null | no | no | 0 |
how is the mean absolute error, mean squared error, and rmse calculated? | Data Science | Intel | null | no | no | 0 |
how r is useful in the data science domain? | Data Science | Intel | null | no | no | 0 |
how to calculate the accuracy of a binary classification algorithm using its confusion matrix | Data Science | Intel | null | no | no | 0 |
how to calculate the accuracy of a binary classification algorithm using its confusion matrix? | Data Science | Intel | null | no | no | 0 |
how to calculate the euclidean distance between two points (x1, y1) and (x2, y2) | Data Science | Intel | null | no | no | 0 |
how to calculate the root mean square error (rmse) given the lists of values as actual and predicted | Data Science | Intel | null | no | no | 0 |
how to deal with unbalanced binary classification? | Data Science | Intel | null | no | no | 0 |
how to detect if the time series data is stationary | Data Science | Intel | null | no | no | 0 |
how to make a scatter plot between 'price' and 'carat' using ggplot, with 'price' on the y-axis, 'carat' on the x-axis, and 'color' determined by 'cut'. | Data Science | Intel | null | no | no | 0 |
how would you devise an experimental framework to evaluate the potential addition of more emotive buttons? | Data Analytics | Intel | null | no | no | 0 |
how would you measure success? | Data Analytics | Intel | null | no | no | 1 |
i'd like to hear about a time you led a team. | Data Analytics | Intel | null | no | no | 1 |
i'd like you to share an experience when you disagreed with a team member's approach. | Data Analytics | Intel | null | no | yes | 1 |
if a product's usage metrics take a hit leading up to its launch, what steps would you recommend taking? | Data Analytics | Intel | null | no | no | 0 |
implement simple linear regression in r on the 'mtcars' dataset, where the dependent variable is 'mpg' and the independent variable is 'disp'. | Data Science | Intel | null | no | no | 0 |
in the following confusion matrix, calculate precision and recall. | Data Science | Intel | null | no | no | 0 |
introduce 25 percent missing values in this iris dataset and impute the sepal.length column with mean and the petal.length column with median. | Data Science | Intel | null | no | no | 0 |
introduce 25% missing values in the 'iris' dataset and impute the 'sepal.length' column with 'mean' and the 'petal.length' column with 'median'. | Data Science | Intel | null | no | no | 0 |
mention some techniques used for sampling. what is the main advantage of sampling? | Data Science | Intel | null | no | no | 0 |
out of collaborative filtering and content-based filtering, which one is considered better, and why | Data Science | Intel | null | no | no | 0 |
please describe your biggest professional achievements in your current role. | Data Analytics | Intel | null | no | no | 0 |
please tell me about a time when you struggled to meet a deadline. | Data Analytics | Intel | null | no | yes | 0 |
share a time when you disagreed with a team member. | Data Analytics | Intel | null | no | no | 1 |
state any five Machine Learning frameworks. | Data Science | Intel | null | no | no | 0 |
state its application of recommenfer system. | Data Science | Intel | null | no | no | 0 |
tell me about a time you've had to change the way you work. | Data Analytics | Intel | null | no | no | 1 |
tell me about something on your resume that you didn't mention. | Data Analytics | Intel | null | no | no | 1 |
tell us about your biggest accomplishment to date. | Data Analytics | Intel | null | no | no | 0 |
types of neural networks? | Data Science | Intel | null | no | no | 0 |
what are important functions used in data science? | Data Science | Intel | null | no | no | 0 |
what are llms? | Data Science | Intel | null | no | no | 0 |
what are some limitations of these metrics that you should be aware of? | Data Analytics | Intel | null | no | no | 0 |
what are some potential flaws in the design of an a/b test that could cause significant differences between the control and variant groups? | Data Analytics | Intel | null | no | no | 0 |
what are the assumptions required for linear regression? | Data Science | Intel | null | no | no | 0 |
what are the dependent and independent variables in the logistic regression model for the customer_churn dataset? | Data Science | Intel | null | no | no | 0 |
what are the different kernel functions that can be used in svm | Data Science | Intel | null | no | no | 0 |
what are the different types of sampling techniques? | Data Analytics | Intel | null | no | no | 0 |
what are the main contrasts between the methodologies of bagging and boosting? | Data Analytics | Intel | null | no | no | 0 |
what are the popular libraries used in data science? | Data Science | Intel | null | no | no | 0 |
what are the various skills required to become Data Science? | Data Science | Intel | null | no | no | 0 |
what calculation would you perform to find the probability of accurately guessing a randomly selected card from a deck? | Data Analytics | Intel | null | no | no | 0 |
what did you learn as a result of this? | Data Analytics | Intel | null | no | no | 1 |
what do you understand about linear regression? | Data Science | Intel | null | no | no | 0 |
what do you understand about the true-positive rate and false-positive rate? | Data Science | Intel | null | no | no | 0 |
what do you understand by a decision tree? | Data Science | Intel | null | no | no | 0 |
what do you understand by a random forest model? | Data Science | Intel | null | no | no | 0 |
what do you understand by logistic regression? | Data Science | Intel | null | no | no | 0 |
what do you understand from cluster sampling and systematic sampling? | Data Science | Intel | null | no | no | 0 |
what do you understand from recommender system? | Data Science | Intel | null | no | no | 0 |
what does a lower deviance value signify in a logistic regression model? | Data Science | Intel | null | no | no | 0 |
A business user asks you to add a data element to the reporting output that you know provides no value and will slow down performance. What would you do? | Data Engineer | JPMorgan Chase | null | no | no | 1 |
Advantages and disadvantages of off-policy RL and on-policy RL | Machine Learning | JPMorgan Chase | null | no | no | 0 |
An SQL exercise to extract various specific items of a table. | Data Science | JPMorgan Chase | null | no | no | 0 |
Are you able to meet deadlines? | Data Analytics | JPMorgan Chase | null | no | no | 1 |
Are you able to relocate because this position is hybrid? | Data Engineer | JPMorgan Chase | null | no | no | 1 |
Are you able to work in a group effectively? | Data Analytics | JPMorgan Chase | null | no | no | 1 |
Calculate The Average Transaction Amount per Branch | SQL | JPMorgan Chase | null | no | no | 0 |
Can you build machine learning models for predictions? | Data Science | JPMorgan Chase | null | no | no | 0 |
Can you capitalize a sentence? | Data Science | JPMorgan Chase | null | no | no | 0 |
Can you code in Python? | Data Science | JPMorgan Chase | null | no | no | 0 |
Can you describe a challenging situation you encountered at work and how you resolved it? | Data Science | JPMorgan Chase | null | no | no | 1 |
Can you describe a machine learning algorithm? | Data Analytics | JPMorgan Chase | null | no | no | 0 |
Can you describe a situation where you had to handle a difficult customer? | Data Analytics | JPMorgan Chase | null | no | yes | 1 |
Can you describe a situation where you had to think outside the box? | Data Science | JPMorgan Chase | null | no | yes | 1 |
Can you describe a situation where you were in a leadership position within a team? | Data Analytics | JPMorgan Chase | null | no | yes | 1 |
Can you describe a situation where you worked with a complex set of data? | Data Analytics | JPMorgan Chase | null | no | yes | 0 |
Can you describe a teamwork experience involving individuals with diverse backgrounds? | Data Science | JPMorgan Chase | null | no | yes | 1 |
Can you describe some techniques for optimising Spark jobs for better performance and resource management? | Data Engineer | JPMorgan Chase | null | no | no | 0 |
Can you describe something in statistics that you learned recently and like? | Data Science | JPMorgan Chase | null | no | no | 0 |
Can you describe the relationship between interest and bond? | Data Analytics | JPMorgan Chase | null | no | no | 0 |
Can you describe your past work experience and how it relates to this position? | Data Science | JPMorgan Chase | null | no | yes | 1 |
Can you discuss the diagnostics of linear regression and logistic regression? | Data Science | JPMorgan Chase | null | no | no | 0 |
Can you discuss the projects you have worked on involving neural networks and NLP? | Machine Learning | JPMorgan Chase | null | no | no | 0 |
Can you discuss the projects you have worked on? | Data Science | JPMorgan Chase | null | no | no | 0 |
Can you discuss your knowledge of SQL and how you have used it in previous projects? | Data Science | JPMorgan Chase | null | no | no | 0 |
Can you explain how to capitalize words in a string? | Data Science | JPMorgan Chase | null | no | no | 0 |
Can you explain how to find the nth prime number? | Data Science | JPMorgan Chase | null | no | no | 0 |
Can you explain how to generate a Fibonacci number? | Data Science | JPMorgan Chase | null | no | no | 0 |
Can you explain how updating priors with new data leads to posterior distributions in Bayesian statistics? | Data Science | JPMorgan Chase | null | no | no | 0 |
Can you explain how you would find a repeating number in an array? | Data Science | JPMorgan Chase | null | no | no | 0 |
Can you explain how you would handle different situations in this role? | Data Analytics | JPMorgan Chase | null | no | no | 1 |
Can you explain how you would handle outputting multiple values? | Data Science | JPMorgan Chase | null | no | no | 0 |
Can you explain list comprehension in Python? | Data Engineer | JPMorgan Chase | null | no | no | 0 |
Can you explain Python oops techniques like decorators and wrappers? | Data Science | JPMorgan Chase | null | no | no | 0 |
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