Modern Statistics: Intuition, Math, Python, R

About this book

"Modern Statistics: Intuition, Math, Python, R" is an authoritative and comprehensive textbook designed to guide university students and professionals through the intricate world of statistics, data science, and machine learning. This extensive 700-page volume, with its impressive array of 390 figures and over 35,000 lines of code (all code and a sample chapter are freely available on GitHub), offers a unique blend of theoretical and practical knowledge, making it an indispensable resource for those seeking to deepen their understanding of statistical methodologies and their applications in the modern digital era.

Purchasing the book includes an invite to the Discord server.

GitHub site for book code, sample chapter, and table of contents

https://github.com/mikexcohen/Statistics_book

PDF or physical version?

This site is where you buy a pdf version of the book.

You can get a physical copy from amazon.com.

YouTube videos of exercises and their solutions

Video walk-throughs of instructions and Python solutions to the book exercises can be found on my YT channel: https://www.youtube.com/playlist?list=PLn0OLiymPak2UwYv3MC58nNgKVqaZybAX