Textbooks# The Data Science Design Manual by Steven S. Skiena Python for Data Analysis by Wes McKinney (Free, Open Access) Other Recommended (but advanced) Textbooks# Mining of Massive Datasets by Jure Leskovec, Anand Rajaraman, Jeffrey D. Ullman Probabilistic Programming & Bayesian Methods for Hackers by Cameron Davidson-Pilon Introduction to Statistical Learning by Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani ] Other Resources# Jupyter Notebook User Guide Python Data Science Handbook by Jake VanderPlas Python: How to Think Like a Computer Scientist (Swarthmore Edition) by Jeffrey Elkner, Allen B. Downey, and Chris Meyers (free, open textbook)
