Big Books of Summer
Genres

Statistics Machine Learning


Statistics Machine Learning Books

The Elements of Statistical Learning: Data Mining, Inference, and Prediction
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
Pattern Recognition and Machine Learning (Information Science and Statistics)
Understanding Deep Learning
Statistical Consequences of Fat Tails: Real World Preasymptotics, Epistemology, and Applications (Technical Incerto)
Causality and Chance in Modern Physics
Statistical Decision Theory and Bayesian Analysis (Springer Series in Statistics)
Statistical Inference
Causality: Models, Reasoning, and Inference
Statistics on the Table: The History of Statistical Concepts and Methods
Everything Is Predictable: How Bayesian Statistics Explain Our World
Bernoulli's Fallacy: Statistical Illogic and the Crisis of Modern Science
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Foundations of the The...
 
by
A.N. Kolmogorov
The Theory That Would Not Die: How Bayes' Rule Cracked the Enigma Code, Hunted Down Russian Submarines, and Emerged Triumphant from Two Centuries of Controversy
Causal Inference in Statistics: A Primer
More statistics machine learning books...