Probablity/Statistical Inference Important Questions (problems) Collection for Interviews and Understanding of Concept

Question

This might be irrelevant here! But I would really appreciate your help! It would definitely help lot of us preparing for Interviews in Data Science domain.

I am looking for a book/github/ any resource where I can find Probablity & STatistical Inference questions/puzzles (just like leetcode has programming) to prepare for interviews.

Any suggestions on books/resources which has probablity problems I can solve to get thorough on all sort of probablity and statistical inference questions.

Thank you

Answer 1

Unfortunately there are no resources yet for data science/machine learning interviews that are on par with Cracking the Coding Interview, Heard on the Street or LeetCode.

There are various websites that collect interview questions, but they usually do not provide detailed answers. Here are some examples:
100+ Data Science and Machine Learning Interview Questions
Curated list of 70 data science interview questions
How to Prepare for a Machine Learning Interview Acing AI Interviews
100+ Basic Deep Learning Interview Questions and Answers

This Stats.SE thread is also relevant.

For probability questions you can rely on quantitative finance books such as Heard on the Street and the likes.