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
Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning)
Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications
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
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Lists

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
The Author's AI Toolkit by Hank QuenseMachine Learning by Samuel HackZero Point Emotion by Elias VossMachine Learning Mathematics by Samuel HackWho's Afraid of AI? by Thomas Ramge
Must Read AI Books
16 books — 25 voters

Algorithmic Game Theory by Noam NisanTheoretical Neuroscience by Peter DayanLearning Theory by Felipe CuckerThe Handbook of Computational Linguistics and Natural Languag... by Alexander ClarkSpringer Handbook of Robotics by Bruno Siciliano
Machine Learning Year 4 (MCSL)
13 books — 8 voters
At the Interface of Algebra and Statistics by Tai-Danae BradleyMathematics for Human Flourishing by Francis SuQuantum Computation and Quantum Information by Michael A. NielsenCategories for the Working Mathematician by Saunders Mac LaneCategory Theory in Context by Emily Riehl
At the Interface of Algebra and Statistics: Quantum Physics, Machine Learning, and Category Theory
23 books — 5 voters

Machine Learning For Absolute Beginners by Oliver TheobaldNeural Networks and Deep Learning by Charu C. AggarwalPower And Prediction by Ajay AgrawalArtificial Intelligence for Humans, Volume 1 by Jeff HeatonLife 3.0 by Max Tegmark
Behind chatbots
9 books — 1 voter
Foundations of Data Science by Avrim BlumStochastic Differential Equations by Bernt ØksendalAlgebraic Geometry and Statistical Learning Theory by Sumio WatanabeProbability on Trees and Networks by Russell LyonsAlgebraic Statistics by Seth Sullivant
Statistical Science Year 4 (MCSL)
20 books — 9 voters

Quotes Tagged “Machine Learning”

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

A.R. Merrydew
“ The power of one man’s imagination is infinite. The disinterest of the human race in facing the obvious, is exponentially far greater. ”
― A.R. Merrydew
99 likes

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Videos Tagged “Machine Learning”

AI-Powered Product Management: The Future is Here! | Lead the Charge
AI-Powered Product Management: The Future is Here! | Lead the Charge
Big Data Spain 2014 keynote: Big Data is changing abruptly, and where it is likely heading
Big Data Spain 2014 keynote: Big Data is changing abruptly, and where it is likely heading
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Groups Tagged "Machine Learning"

ChatGPT Books ChatGPT Books, Prompts, Resources, Guides
21 members, last active one year ago
Sidewalk Machine Learning Books for machine learning
3 members, last active 9 years ago
Includes data mining, data visualization, machine learning and many other question related to
9 members, last active 13 years ago
This is a group for students of the MS in Analytics Gatech program. This space is for sharing an…more
1 member, last active 8 years ago