question stringlengths 11 711 | domain stringclasses 8
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|---|---|---|---|---|---|---|
define the term 'data wrangling in data analytics.' | Data Science | SAP | null | no | no | 0 |
Describe a conflict situation you have experienced | Data Science | SAP | null | no | yes | 1 |
Describe a probability distribution that is not normal, and explain how it could be applied in a real-world scenario? | Data Science | SAP | null | no | no | 0 |
Describe a time when you disagreed with a performance rating you received. | Data Science | SAP | null | no | yes | 1 |
Describe a time when you faced a challenge when you were in public. | Data Science | SAP | null | no | yes | 1 |
Describe an aspect of your role you learned at your former job that you feel will be beneficial to your future role at SAP | Data Science | SAP | null | no | no | 1 |
design a system for real-time stock market data. | Machine Learning | SAP | null | no | no | 0 |
Does using highly correlated predictor variables in logistic regression affect our ability to make sound statistical conclusions? How do we handle that? | Data Science | SAP | null | no | no | 0 |
Explain the differences between a left join, right join, inner join, and outer join? | Data Science | SAP | null | no | no | 0 |
explain the term normal distribution. | Data Science | SAP | null | no | no | 0 |
Give an example of when you made a decision that was unpopular. | Data Science | SAP | null | no | no | 0 |
Given a regression model, what metrics would you use to evaluate the model? | Data Science | SAP | null | no | no | 0 |
given a regression model, what metrics would you use to evaluate the model? | Data Science | SAP | null | no | no | 0 |
given a string, return the first recurring character in it, or 'none' if there is no recurring character? | Data Science | SAP | null | no | no | 0 |
Given a string, return the first recurring character in it, or None if there is no recurring character. | Data Science | SAP | null | no | no | 0 |
How are you convinced that SAP is the right fit for you? | Data Science | SAP | null | no | no | 1 |
How do you deal with an unbalanced dataset? | Data Science | SAP | null | no | no | 0 |
how do you deal with an unbalanced dataset? | Data Science | SAP | null | no | no | 0 |
How do you define a median and what approach would you take to calculate it for a dataset that's too large for memory? | Data Science | SAP | null | no | no | 0 |
How do you demystify regression for an audience unfamiliar with statistical terminology? | Data Science | SAP | null | no | no | 0 |
How do you ensure that the data you are feeding into machine learning algorithms is representative and unbiased? | Data Science | SAP | null | no | no | 0 |
How do you evaluate if a data visualization is successful or not? | Data Science | SAP | null | no | no | 0 |
How do you handle high-dimensional data sets in machine learning challenges? | Data Science | SAP | null | no | no | 0 |
How do you make sure that your anomaly detection system can handle data sets with a wide variety of variables and dimensions? | Data Science | SAP | null | no | no | 0 |
How do you measure performance of computer vision models? | Data Science | SAP | null | no | no | 0 |
How does BERT stand out in Machine Learning, and can you illustrate and interpret its architecture? | Data Science | SAP | null | no | no | 0 |
How does Rectified Linear Unit compare to other popular activation functions in terms of model performance? | Data Science | SAP | null | no | no | 0 |
how is information theory utilized in the assessment of language models, and can you illustrate its use with a comparative model evaluation? | Machine Learning | SAP | null | no | no | 0 |
How is log loss used as a performance metric in machine learning? | Data Science | SAP | null | no | no | 0 |
how to count the total number of lines in a huge 100 gb file that cannot be entirely read into memory at once? | Data Science | SAP | null | no | no | 0 |
How to deal with categorical data with high cardinality ? | Data Science | SAP | null | no | no | 0 |
how to develop a hotel reservation system? | Machine Learning | SAP | null | no | no | 0 |
How would you define normal and Poisson distributions, and what distinguishes one from the other? | Data Science | SAP | null | no | no | 0 |
How would you describe DMatrix as it is used in XGBoost, and in what ways does it differ from analogous structures in gradient boosting models? | Data Science | SAP | null | no | no | 0 |
How would you describe yourself and why do you think that you should be hired by SAP? | Data Science | SAP | null | no | no | 1 |
How would you design a recommendation system for Amazon customers, considering that a single customer may use many devices to logon to a single account? | Data Science | SAP | null | no | no | 0 |
How would you design a recommendation system for amazon customers? Take into consideration that a single customer could use many devices to log-on to a single account? | Data Science | SAP | null | no | no | 0 |
how would you design a recommendation system for amazon customers? take into consideration that a single customer could use many devices to log-on to a single account? | Data Science | SAP | null | no | no | 0 |
How would you employ an algorithm to separate fake from legitimate news, and can you implement it for us? | Data Science | SAP | null | no | no | 0 |
How would you forecast a user's lifetime value (LTV)? | Data Science | SAP | null | no | no | 0 |
How would you handle it if a coworker always arrived late to a scheduled meeting? | Data Science | SAP | null | no | no | 0 |
How would you like to be positioned in your next role at SAP? | Data Science | SAP | null | no | no | 1 |
I have a co-worker who always arrives late to a scheduled meeting. What do I do? | Data Science | SAP | null | no | no | 1 |
I would like to hear about a time when you made a compromise | Data Science | SAP | null | no | no | 1 |
I'd love to hear about a project you're particularly proud of. | Data Science | SAP | null | no | no | 1 |
I'm curious about something that your resume does not mention. | Data Science | SAP | null | no | no | 1 |
If you are given an offer from SAP, which team would be your dream team that you'd want to be a part of? | Data Science | SAP | null | no | no | 0 |
In a previous role where you had a lot of responsibilities, how did you deal with a challenge? | Data Science | SAP | null | no | no | 1 |
In a set of integers, how would you employ a greedy technique to find the smallest sequence summing to at least a target amount? | Data Science | SAP | null | no | no | 0 |
In decision trees, what's the significance of bias and variance? Furthermore, which one presents a bigger issue - high bias or high variance - and what's the justification for that? | Data Science | SAP | null | no | no | 0 |
In terms of ROC curves, what do the X and Y axes indicate and how do they fit into the larger interpretation of the data? | Data Science | SAP | null | no | no | 0 |
In terms of SQL, what are the key differences between a left join, a right join, and a union? | Data Science | SAP | null | no | no | 0 |
In what way does PCA work and what are some of its cons? | Data Science | SAP | null | no | no | 0 |
In what ways are your experiences aligned with SAP's values. | Data Science | SAP | null | no | yes | 1 |
In your opinion, what are the telltale signs of an imbalanced coin? | Data Science | SAP | null | no | no | 0 |
In your opinion, what's the ideal way to present machine learning results to decision-makers? | Data Science | SAP | null | no | no | 1 |
In your present job, how do you handle your workload? | Data Science | SAP | null | no | no | 1 |
Lets say you are tasked with building a spam classifier for emails. Assume that youve built a V1 of the model. What metrics would you use to track accuracy and validity of the model? | Data Science | SAP | null | no | no | 0 |
Lets say youre given a huge 100 gb file that cannot be entirely read into memory at once. Write code in Python to count the total number of lines in the file. | Data Science | SAP | null | no | no | 0 |
Please tell me about a time when you had to change the way you worked. | Data Science | SAP | null | no | yes | 0 |
Please tell us about the lessons you learned from a major failure at work. | Data Science | SAP | null | no | no | 1 |
propose a high-level design for a cdn that supports both static and dynamic content caching. | Machine Learning | SAP | null | no | no | 0 |
Randomly drawing from a normally distributed variable with a mean of 0 and a standard deviation of 1 once per day, what is the expected number of days it would take for you to draw a value that's higher than 2? | Data Science | SAP | null | no | no | 0 |
Share a story about a time when you disagreed with the approach of a team member. | Data Science | SAP | null | no | no | 1 |
Share a time when you had a disagreement with a member of your team. | Data Science | SAP | null | no | no | 1 |
suppose there is an array, what would you do? extract the value 8 using 2d indexing from the array num = np.array([[1,2,3],[4,5,6],[7,8,9]]). | Data Science | SAP | null | no | no | 0 |
Take me through your thought process on leveraging a hash table to solve the two sum problem with a O(n) time complexity. | Data Science | SAP | null | no | no | 0 |
Talk about a time you had a disagreement with your manager. | Data Science | SAP | null | no | no | 1 |
Talk me through your rationale for how you would set pricing for riders. | Data Science | SAP | null | no | no | 0 |
Tell me a high-level overview of your background. What experience is most relevant to SAP | Data Science | SAP | null | no | yes | 1 |
Tell me about a conflict you managed. | Data Science | SAP | null | no | no | 1 |
Tell me about a project you are proud of? | Data Science | SAP | null | no | no | 1 |
Tell me about a project you are really proud of. | Data Science | SAP | null | no | no | 1 |
Tell me about a time when you disagreed with your boss | Data Science | SAP | null | no | yes | 0 |
Tell me about a time when you had to step up and disagree with a team member's approach? | Data Science | SAP | null | no | yes | 1 |
Tell me about a time when you led a team. | Data Science | SAP | null | no | yes | 1 |
Tell me about a time when you mentored someone | Data Science | SAP | null | no | yes | 1 |
Tell me about a time when you showed initiative. | Data Science | SAP | null | no | yes | 1 |
Tell me about a time you had multiple competing priorities. How did you handle this? | Data Science | SAP | null | no | no | 0 |
Tell me about a time you made a decision that did not pan out. What did you learn from this experience? | Data Science | SAP | null | no | yes | 0 |
Tell me about a time you struggled to meet a deadline. | Data Science | SAP | null | no | no | 1 |
Tell me about a time you were proved wrong | Data Science | SAP | null | no | no | 1 |
Tell me about an occasion when you disagreed with your boss. | Data Science | SAP | null | no | no | 1 |
Tell me of an instance where you received unwelcome feedback? | Data Science | SAP | null | no | no | 1 |
Tell us a bit about what you know of SAP? | Data Science | SAP | null | no | no | 0 |
Tell us about a time you failed to reach a goal. | Data Science | SAP | null | no | no | 0 |
there are two arrays, a and b. stack the arrays a and b horizontally using the numpy library in python. | Data Science | SAP | null | no | no | 0 |
using the below pandas data frame, find the company with the highest average sales. | Data Science | SAP | null | no | no | 0 |
using the product and sales order detail table, find the products with total units sold greater than 1.5 million. | Data Science | SAP | null | no | no | 0 |
What aligns SAP with your long-term vision | Data Science | SAP | null | no | no | 1 |
What are batch normalization and dropout, and why are they important in neural networks? | Data Science | SAP | null | no | no | 0 |
What are some alternative methods to Wilk-Shapiro measure to test for normality in a dataset, and how do they compare to the Wilk-Shapiro test? | Data Science | SAP | null | no | no | 0 |
what are some factors to consider when handling missing data in a dataset? | Data Science | SAP | null | no | no | 0 |
What are some key factors you consider when choosing between Lasso and Ridge regression? | Data Science | SAP | null | no | no | 0 |
what are the different types of connections in tableau? | Data Science | SAP | null | no | no | 0 |
What are the key factors you would consider when deciding whether to use a Gaussian mixture model for a particular data set? | Data Science | SAP | null | no | no | 0 |
What are the meanings of false positives and false negatives in statistical hypothesis testing, and how do they affect the eventual outcomes? | Data Science | SAP | null | no | no | 0 |
What are the steps to earning trust in a team? | Data Science | SAP | null | no | no | 0 |
what are the tools for data analysis and presentation purposes? | Data Science | SAP | null | no | no | 0 |
What are the ways to minimize residuals on a different statistical model? | Data Science | SAP | null | no | no | 0 |
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