Data Science Interview Questions

Welcome to MockInterview.co‘s Data Science Interview Questions library! (300+ questions & growing)

There are three things that you could do here:

  1. Prepare: You can browse through these questions set to prepare for your data science interviews.
  2. Ask questions: You are also invited to ask interview questions using the “Ask Question” button which you can find at the bottom of the question list.
  3. Post Answers: you can post your answers to get feedback from the community.

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How would you validate a model you created to generate a predictive model of a quantitative outcome variable using multiple regression.
MockInterview answered 2 months ago • 
796 views0 answers0 votes
What is relation between Bagging-Boosting and Bias-Variance?
MockInterview asked 3 years ago • 
485 views2 answers0 votes
What is standard error? Explain with example.
Paras Doshi asked 2 years ago • 
797 views1 answers0 votes
What is the difference between margin of error and confidence interval?
Paras Doshi asked 2 years ago • 
833 views1 answers0 votes
Case study: Walk me through how would you predict who will renew their subscription next month? What data would you need to solve this? What analysis would you do? Would you build predictive models? If so, which algorithms?
MockInterview answered 6 months ago • 
10897 views3 answers0 votes
[Probability] There are 50 cards of 5 different colors. It comprises of 10 Red cards, 10 blue cards, 10 orange cards, 10 green cards and 10 yellow cards. Each color will have the cards numbered between 1 to10. You pick 2 cards at random. What is the probability that they are not of same color and not of same number.
MockInterview asked 5 years ago • 
8312 views6 answers0 votes
[Facebook data engineer coding interview] remove duplicates from an array/list
Pythin asked 11 months ago • 
338 views1 answers0 votes
[Facebook data engineer coding] Write a function that, given a string representing a sentence, returns the sentence with the words in the same order but the letter in each word reversed.
MockInterview asked 11 months ago • 
321 views3 answers0 votes
What is selection bias, why is it important and how can you avoid it?
MockInterview asked 5 years ago • 
2716 views2 answers0 votes
What is database index and why do we use it?
MockInterview asked 11 months ago • 
300 views1 answers0 votes
Coding Interview: Write a function that, given a string representing a sentence, returns the sentence with the words in the same order but the letter in each word reversed.
python asked 11 months ago • 
288 views1 answers0 votes
[Facebook data engineer coding] find uncommon words between 2 strings.
MockInterview asked 11 months ago • 
257 views1 answers0 votes
[Facebook SQL data science and data engineer] Evaluate the performance of ads campagins through fill rate
MockInterview asked 11 months ago • 
319 views1 answers0 votes
[Probability] There are four people in a room that haven't met before. They are told to shake hands, exactly once, of every other person in the room so that they all meet each other. If each of these people shake their hands with every other person exactly once then how many handshakes are going to occur?
MockInterview asked 5 years ago • 
2803 views6 answers0 votes
[SQL] use correlated subquery to find all employees whose salary is above average for their department
MockInterview asked 1 year ago • 
351 views2 answers0 votes
You're a data scientist at a prominent logistics company. Your team has estimated that on average the company experiences 0.1 equipment failures per day. What is the most suitable distribution that you could use to model equipment failures for 365 days?
MockInterview asked 1 year ago • 
880 views1 answers0 votes
What does the term 'multiple testing' relate to?
MockInterview asked 1 year ago • 
320 views1 answers0 votes
[Amazon interview] what is the difference between random forest vs cart tree; XGBoost vs RF?
MockInterview asked 1 year ago • 
474 views0 answers0 votes
[Amazon interview] What is a p-value? What are its shortcomings?
MockInterview asked 1 year ago • 
464 views0 answers0 votes
[Amazon Interview] What are the first 3 things you do when given a (clean) dataset and why?
MockInterview asked 1 year ago • 
466 views0 answers0 votes
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