Fall Debuts
Genres

Machine Learning

Machine learning (ML) is a field of study in artificial intelligence concerned with the development and study of statistical algorithms that can learn from data and generalize to unseen data, and thus perform tasks without explicit instructions.

Machine Learning Books

Hands-On Machine Learning with Scikit-Learn and TensorFlow
Pattern Recognition and Machine Learning (Information Science and Statistics)
Deep Learning
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
The Hundred-Page Machine Learning Book
Machine Learning: A Probabilistic Perspective
Deep Learning with Python
Python Machine Learning
Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications
Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning)
Machine Learning (McGraw-Hill International Editions Computer Science Series)
The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World
Information Theory, Inference, and Learning Algorithms
Artificial Intelligence: A Modern Approach
More machine learning books...

Lists

Structure and Interpretation of Computer Programs by Harold AbelsonIntroduction to the Theory of Computation by Michael SipserLearn You a Haskell for Great Good! by Miran LipovačaThe Little Schemer by Daniel P. FriedmanFunctional Programming in Scala by Rúnar Bjarnason
Computer Science Year 3 (MCSL)
56 books — 9 voters
Mathematics for Machine Learning by Marc Peter DeisenrothThe Elements of Statistical Learning by Trevor HastieDeep Learning by Ian GoodfellowInformation Theory, Inference, and Learning Algorithms by David J.C. MacKayPattern Recognition and Machine Learning by Christopher M. Bishop
Mathematics for Machine Learning
120 books — 13 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
92 books — 82 voters
The Signal and the Noise by Nate SilverThe Elements of Statistical Learning by Trevor HastieMoneyball by Michael LewisThe Visual Display of Quantitative Information by Edward R. TufteAn Introduction to Statistical Learning by Gareth James
Data Science - Learning About Data
135 books — 125 voters

Artificial Intelligence by Stuart RussellDeep Learning by Ian GoodfellowIntroduction to Machine Learning by Ethem AlpaydinMachine Learning by Kevin P. MurphyUnderstanding Machine Learning by Shai Shalev-Shwartz
Machine Learning Year 2 (MCSL)
5 books — 8 voters
Abstract Algebra by David S. DummitLinear Algebra Done Right by Sheldon AxlerPrinciples of Mathematical Analysis by Walter RudinReal and Complex Analysis by Walter RudinThe Princeton Companion to Mathematics by Timothy Gowers
Mathematics · Computer Science · Statistical Science · Machine Learning
146 books — 33 voters

Quotes Tagged “Machine Learning”

A.R. Merrydew
“ The demise of the human race rests mainly on the shoulders of stupidity, and the abuse of power in the hands of those we have elected. ”
― A.R. Merrydew
96 likes

A.R. Merrydew
“ This generation will witness social and economic changes in our societies, that will be irreversible, thanks to AI. ”
― A.R. Merrydew
88 likes

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Videos Tagged “Machine Learning”

Are the Androids Dreaming Yet? @ Heroes of the Mobile Fringe
Are the Androids Dreaming Yet? @ Heroes of the Mobile Fringe
Male-Machine Learning promo
Male-Machine Learning promo
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Groups Tagged "Machine Learning"

This is a group for students of the MS in Analytics Gatech program. This space is for sharing an…more
1 member, last active 9 years ago
ChatGPT Books ChatGPT Books, Prompts, Resources, Guides
21 members, last active 2 years ago
Sounding History Podcast A group for listening and conversations about listening, from the production team behind the pod…more
6 members, last active 4 years ago
This group shares all books related to the field of AI and its applications in real life.
63 members, last active 9 years ago