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Statistical Learning


Statistical 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)
Build Your Own Neural Network Today!: With step by step instructions showing you how to build them faster than you imagined possible using R
Statistical Learning with Sparsity: The Lasso and Generalizations
Deep Learning
Statistical Learning Theory
Pattern Recognition and Machine Learning (Information Science and Statistics)
More statistical learning books...

Lists

AI Doctor by Ronald M. RazmiPattern Recognition and Machine Learning by Christopher M. BishopUnmasking AI by Joy BuolamwiniThe Age of AI and Our Human Future by Henry KissingerThe Coming Wave by Mustafa Suleyman
Machine Learning
102 books — 116 voters
The Elements of Statistical Learning by Trevor HastieStatistical Inference by George CasellaStatistical Rethinking by Richard McElreathMachine Learning by Kevin P. MurphyPrinciples of Statistics by M.G. Bulmer
Statistics and Statistical Learning (MMath)
67 books — 8 voters

AI Doctor by Ronald M. RazmiCo-Intelligence by Ethan MollickDeep Utopia by Nick BostromSuperintelligence by Nick BostromThe Alignment Problem by Brian Christian
Best machine learning books
85 books — 80 voters