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0
1
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