Books

The Elements of Statistical Learning: Data Mining, Inference, and Prediction

by Trevor Hastie

tagged: data-science and currently-reading

Think Bayes

by Allen B. Downey

tagged: data-science and to-read

Mining of Massive Datasets

by Anand Rajaraman

tagged: data-science and to-read

Machine Learning

by Tom M. Mitchell

tagged: data-science and to-read

Pattern Recognition and Machine Learning

by Christopher M. Bishop

tagged: data-science and to-read

An Introduction to Probability Theory and Its Applications

by William Feller

tagged: data-science and to-read

Information Theory, Inference and Learning Algorithms

by David J.C. MacKay

tagged: data-science and to-read

Python for Data Analysis

by Wes McKinney

tagged: data-science and to-read