What Should I read for data Science Job interview? | Data Science Campus placement Topics

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The data science field is huge and still expanding day by day as new concepts are being introduced. But, to succeed in the data science interview, You don't need to know the entire data science literature.

Here, I have given selected topics that are most commonly asked in any data science interview whether it is a campus interview or job interview.

00:00 - Introduction 00:18 - Basic Statistics 01:16 - Distribution Theory 02:05 - Hypothesis Testing 02:33 - Machine learning Algorithms 03:46 - Data Science Concepts 04:36 - SQL concepts 05:27 - Data Structure 06:10 - Programming Concepts

Data science placement preparation Notes(Interview questions, Guestimates, and HR Questions asked in real interviews): https://nicodem.tech/data-science-notes/

For data science interview questions asked in campus placement, please watch the following videos:

Regression Analysis Interview questions: https://youtu.be/l0IIOZ3y12w Logistic regression Interview Questions: https://youtu.be/7_oUCtImF0k Accenture Data Science interview Questions: https://youtu.be/BYCn47tJphk Python Data Science interview Questions: https://youtu.be/h4TjdXcEY9c Why you should have more than one resume for data science interview? : https://youtu.be/DBh6tfxOwOw ... https://www.youtube.com/watch?v=XFr4dXAYMvI