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32 books
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9 voters
Machine Learning Books
Showing 1-50 of 2,047
Hands-On Machine Learning with Scikit-Learn and TensorFlow (ebook)
by (shelved 247 times as machine-learning)
avg rating 4.55 — 2,833 ratings — published 2017
Pattern Recognition and Machine Learning (Information Science and Statistics)
by (shelved 220 times as machine-learning)
avg rating 4.32 — 1,913 ratings — published
Deep Learning (ebook)
by (shelved 195 times as machine-learning)
avg rating 4.44 — 2,146 ratings — published 2016
The Elements of Statistical Learning: Data Mining, Inference, and Prediction (Hardcover)
by (shelved 158 times as machine-learning)
avg rating 4.43 — 1,903 ratings — published 2001
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
by (shelved 121 times as machine-learning)
avg rating 4.59 — 2,355 ratings — published 2013
The Hundred-Page Machine Learning Book (Paperback)
by (shelved 120 times as machine-learning)
avg rating 4.25 — 1,466 ratings — published
Machine Learning: A Probabilistic Perspective (Hardcover)
by (shelved 118 times as machine-learning)
avg rating 4.34 — 522 ratings — published
Deep Learning with Python (Paperback)
by (shelved 95 times as machine-learning)
avg rating 4.57 — 1,428 ratings — published 2017
Python Machine Learning (Paperback)
by (shelved 93 times as machine-learning)
avg rating 4.24 — 759 ratings — published 2015
Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning)
by (shelved 80 times as machine-learning)
avg rating 4.54 — 833 ratings — published
Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications (Paperback)
by (shelved 79 times as machine-learning)
avg rating 4.44 — 1,107 ratings — published 2022
Machine Learning (McGraw-Hill International Editions Computer Science Series)
by (shelved 77 times as machine-learning)
avg rating 4.07 — 859 ratings — published 1986
The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World (Hardcover)
by (shelved 74 times as machine-learning)
avg rating 3.73 — 6,499 ratings — published 2015
Information Theory, Inference, and Learning Algorithms (Paperback)
by (shelved 72 times as machine-learning)
avg rating 4.52 — 495 ratings — published 2002
Artificial Intelligence: A Modern Approach (Hardcover)
by (shelved 70 times as machine-learning)
avg rating 4.20 — 4,472 ratings — published 1994
Introduction to Machine Learning with Python: A Guide for Data Scientists (Paperback)
by (shelved 66 times as machine-learning)
avg rating 4.33 — 602 ratings — published 2015
Mathematics for Machine Learning: 1st Edition (Kindle Edition)
by (shelved 62 times as machine-learning)
avg rating 4.33 — 259 ratings — published
Bayesian Reasoning and Machine Learning (Hardcover)
by (shelved 60 times as machine-learning)
avg rating 4.11 — 192 ratings — published 2012
Understanding Machine Learning (Hardcover)
by (shelved 53 times as machine-learning)
avg rating 4.21 — 135 ratings — published 2014
Learning From Data: A Short Course (Hardcover)
by (shelved 52 times as machine-learning)
avg rating 4.38 — 441 ratings — published 2012
Machine Learning Yearning (ebook)
by (shelved 49 times as machine-learning)
avg rating 4.29 — 426 ratings — published
Neural Networks and Deep Learning (ebook)
by (shelved 37 times as machine-learning)
avg rating 4.58 — 458 ratings — published 2013
Probabilistic Graphical Models: Principles and Techniques (Kindle Edition)
by (shelved 37 times as machine-learning)
avg rating 4.18 — 259 ratings — published 2009
Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and MLOps (Paperback)
by (shelved 36 times as machine-learning)
avg rating 4.16 — 290 ratings — published
Data Mining: Practical Machine Learning Tools and Techniques (Paperback)
by (shelved 36 times as machine-learning)
avg rating 3.90 — 785 ratings — published 1999
The Hitchhiker's Guide to Machine Learning Algorithms: 100+ Machine Learning Algorithms Explained So Simply Even a Human Can Understand (The Hitchhiker's Guide to Success)
by (shelved 35 times as machine-learning)
avg rating 5.00 — 49 ratings — published
The Alignment Problem: Machine Learning and Human Values (Hardcover)
by (shelved 35 times as machine-learning)
avg rating 4.33 — 5,134 ratings — published 2020
Machine Learning Engineering (Hardcover)
by (shelved 34 times as machine-learning)
avg rating 4.33 — 152 ratings — published
Why Machines Learn: The Elegant Math Behind Modern AI (Hardcover)
by (shelved 33 times as machine-learning)
avg rating 4.38 — 1,204 ratings — published 2024
Grokking Deep Learning (ebook)
by (shelved 33 times as machine-learning)
avg rating 4.23 — 263 ratings — published
Machine Learning for Hackers (Paperback)
by (shelved 33 times as machine-learning)
avg rating 3.72 — 408 ratings — published 2012
Programming Collective Intelligence: Building Smart Web 2.0 Applications (Paperback)
by (shelved 33 times as machine-learning)
avg rating 4.07 — 1,457 ratings — published 2002
Probabilistic Machine Learning: An Introduction (Adaptive Computation and Machine Learning series)
by (shelved 31 times as machine-learning)
avg rating 4.48 — 75 ratings — published
Python for Data Analysis (Paperback)
by (shelved 31 times as machine-learning)
avg rating 4.17 — 2,463 ratings — published 2011
Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play (Paperback)
by (shelved 30 times as machine-learning)
avg rating 4.30 — 264 ratings — published
Machine Learning in Action (Paperback)
by (shelved 29 times as machine-learning)
avg rating 3.77 — 239 ratings — published 2011
Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning series)
by (shelved 29 times as machine-learning)
avg rating 4.16 — 110 ratings — published 2005
Applied Predictive Modeling (Hardcover)
by (shelved 28 times as machine-learning)
avg rating 4.40 — 344 ratings — published 2013
Data Science from Scratch: First Principles with Python (ebook)
by (shelved 27 times as machine-learning)
avg rating 3.90 — 1,158 ratings — published 2015
Pattern Classification (Hardcover)
by (shelved 27 times as machine-learning)
avg rating 4.05 — 389 ratings — published 1973
Superintelligence: Paths, Dangers, Strategies (Hardcover)
by (shelved 26 times as machine-learning)
avg rating 3.85 — 21,323 ratings — published 2014
Deep Learning for Coders with Fastai and Pytorch: AI Applications Without a PhD (Paperback)
by (shelved 25 times as machine-learning)
avg rating 4.41 — 274 ratings — published
Foundations of Machine Learning (Hardcover)
by (shelved 25 times as machine-learning)
avg rating 4.22 — 95 ratings — published
Make Your Own Neural Network (Kindle Edition)
by (shelved 24 times as machine-learning)
avg rating 4.34 — 701 ratings — published 2016
Bayesian Data Analysis (Hardcover)
by (shelved 24 times as machine-learning)
avg rating 4.21 — 541 ratings — published 1995
AI Engineering: Building Applications with Foundation Models (Paperback)
by (shelved 23 times as machine-learning)
avg rating 4.40 — 1,069 ratings — published
All of Statistics: A Concise Course in Statistical Inference (Springer Texts in Statistics)
by (shelved 23 times as machine-learning)
avg rating 4.26 — 409 ratings — published 2003
Mining of Massive Datasets (Hardcover)
by (shelved 23 times as machine-learning)
avg rating 4.34 — 252 ratings — published 2011
BISHOP:NEURAL NETWORKS FOR PATTERN RECOGNITION PAPER (Advanced Texts in Econometrics (Paperback))
by (shelved 23 times as machine-learning)
avg rating 4.10 — 172 ratings — published 1996
Machine Learning System Design Interview (Paperback)
by (shelved 22 times as machine-learning)
avg rating 4.24 — 124 ratings — published
“Mastering the technology to create effigies of our ourselves, will be our downfall.”
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“This generation will witness social and economic changes in our societies, that will be irreversible, thanks to AI.”
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