E-Books & Referenece Materials for Data Science

Welcome to Learn Data Science Reference repository! You can find free resources on data science and machine learning in this page.

Math & Statistics

• Thnk Bayes, 2nd Edition
• Algebra, Topology, Differential Calculus, and Optimization Theory for Computer Science and Machine Learning

Data Science & Data Analytics Fundamental

• Python Data Science Handbook
• Data Mining and Machine Learning 2nd Edition

Applied Data Science

• Applied Data Science
• Harvard CS 197 - AI Research Experiences

Deep Learning

• Dive Into Deep Learning

Programming Language

• R Cookbook: Proven Recipes for Data Analysis, Statisitcs and Graphics, 2nd Edition