Think Stats: Probability and Statistics for Programmers

OK, you don't build a complete project, but it's a similar approach: Think Stats: Probability and Statistics for Programmers http://greenteapress.com/thinkstats/ Here, you learn statistics by implementing statistics functions in Python along the way and use them to solve the questions in the book.

This repo maintains list of free programming books [0]. Many of the books at Green Tea Press[1] are available for free: - Think Python: How To Think Like a Computer Scientist - Think Bayes: Bayesian Statistics in Python - Think Complexity: Exploring Complexity Science with Python - Think Stats: Probability and Statistics for Programmers - The Little Book of Semaphores - Physical Modeling in MATLAB - Learning Perl the Hard Way few others. Do check the site. Secondly, books by Al Sweigart[2] are also freely available. They include: - Automate the Boring Stuff with Python[3] - Hacking Secret Ciphers with Python - Invent Your Own Computer Games with Python - Making Games with Python & Pygame [0] - https://github.com/vhf/free-programming-books [1] - http://www.greenteapress.com/ [2] - https://inventwithpython.com/ [3] - https://automatetheboringstuff.com/