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Cracking the Data Science Interview

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Welcome to the Cracking the Data Science Interview Github page. Here you will find data science related links, tutorials, blog posts, code snippets, interview prep material, case studies, and more! Have fun!

Data Science Interview Preparation Materials

General

Online Resources for Practice

Data Science Interview Prep Material

Mathematical Prequisites

Statistics

Probability

Linear Algebra

Computer Science

Data Structures

Algorithms

Databases

SQL

Python Packages/Libraries

Data Wrangling

Machine Learning

Supervised Learning Algorithms

Unsupervised Learning Algorithms

Reinforcement Learning Algorithms

Miscellaneous

Product

Data Science Case Studies

Books

Blogs

Courses

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Cracking the Data Science Interview

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