AAPI Heritage Month
Genres

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)
An Introduction to Statistical Learning: with Applications in Python (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 (Adaptive and Cognitive Dynamic Systems: Signal Processing, Learning, Communications and Control)
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 Coming Wave by Mustafa SuleymanThe Elements of Statistical Learning by Trevor Hastie
Machine Learning
103 books — 111 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. RazmiDeep Utopia by Nick BostromCo-Intelligence by Ethan MollickSuperintelligence by Nick BostromUnmasking AI by Joy Buolamwini
Best machine learning books
86 books — 78 voters