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56 books
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9 voters
Machine Learning Books
Showing 1-50 of 1,900
Hands-On Machine Learning with Scikit-Learn and TensorFlow (ebook)
by (shelved 244 times as machine-learning)
avg rating 4.55 — 2,808 ratings — published 2017
Pattern Recognition and Machine Learning (Information Science and Statistics)
by (shelved 216 times as machine-learning)
avg rating 4.32 — 1,904 ratings — published
Deep Learning (ebook)
by (shelved 195 times as machine-learning)
avg rating 4.44 — 2,124 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 — 1,888 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 — 2,337 ratings — published 2013
Machine Learning: A Probabilistic Perspective (Hardcover)
by (shelved 118 times as machine-learning)
avg rating 4.34 — 521 ratings — published
The Hundred-Page Machine Learning Book (Paperback)
by (shelved 118 times as machine-learning)
avg rating 4.25 — 1,439 ratings — published
Deep Learning with Python (Paperback)
by (shelved 93 times as machine-learning)
avg rating 4.57 — 1,398 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 78 times as machine-learning)
avg rating 4.54 — 819 ratings — published
Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications (Paperback)
by (shelved 77 times as machine-learning)
avg rating 4.45 — 1,032 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 73 times as machine-learning)
avg rating 3.74 — 6,461 ratings — published 2015
Information Theory, Inference, and Learning Algorithms (Paperback)
by (shelved 71 times as machine-learning)
avg rating 4.52 — 488 ratings — published 2002
Artificial Intelligence: A Modern Approach (Hardcover)
by (shelved 69 times as machine-learning)
avg rating 4.20 — 4,453 ratings — published 1994
Introduction to Machine Learning with Python: A Guide for Data Scientists (Paperback)
by (shelved 64 times as machine-learning)
avg rating 4.33 — 597 ratings — published 2015
Mathematics for Machine Learning: 1st Edition (Kindle Edition)
by (shelved 60 times as machine-learning)
avg rating 4.32 — 249 ratings — published
Bayesian Reasoning and Machine Learning (Hardcover)
by (shelved 59 times as machine-learning)
avg rating 4.10 — 194 ratings — published 2012
Understanding Machine Learning (Hardcover)
by (shelved 52 times as machine-learning)
avg rating 4.21 — 133 ratings — published 2014
Learning From Data: A Short Course (Hardcover)
by (shelved 51 times as machine-learning)
avg rating 4.39 — 439 ratings — published 2012
Machine Learning Yearning (ebook)
by (shelved 49 times as machine-learning)
avg rating 4.29 — 425 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
Neural Networks and Deep Learning (ebook)
by (shelved 36 times as machine-learning)
avg rating 4.58 — 459 ratings — published 2013
Probabilistic Graphical Models: Principles and Techniques (Kindle Edition)
by (shelved 36 times as machine-learning)
avg rating 4.18 — 258 ratings — published 2009
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 4.34 — 4,931 ratings — published 2020
Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and MLOps (Paperback)
by (shelved 34 times as machine-learning)
avg rating 4.15 — 284 ratings — published
Machine Learning Engineering (Hardcover)
by (shelved 33 times as machine-learning)
avg rating 4.32 — 149 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 4.08 — 1,461 ratings — published 2002
Grokking Deep Learning (ebook)
by (shelved 32 times as machine-learning)
avg rating 4.23 — 259 ratings — published
Why Machines Learn: The Elegant Math Behind Modern AI (Hardcover)
by (shelved 30 times as machine-learning)
avg rating 4.39 — 1,039 ratings — published 2024
Python for Data Analysis (Paperback)
by (shelved 30 times as machine-learning)
avg rating 4.17 — 2,452 ratings — published 2011
Machine Learning in Action (Paperback)
by (shelved 29 times as machine-learning)
avg rating 3.77 — 239 ratings — published 2011
Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play (Paperback)
by (shelved 28 times as machine-learning)
avg rating 4.31 — 259 ratings — published
Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning series)
by (shelved 28 times as machine-learning)
avg rating 4.17 — 109 ratings — published 2005
Data Science from Scratch: First Principles with Python (ebook)
by (shelved 27 times as machine-learning)
avg rating 3.91 — 1,152 ratings — published 2015
Applied Predictive Modeling (Hardcover)
by (shelved 27 times as machine-learning)
avg rating 4.40 — 344 ratings — published 2013
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 — 21,023 ratings — published 2014
Deep Learning for Coders with Fastai and Pytorch: AI Applications Without a PhD (Paperback)
by (shelved 24 times as machine-learning)
avg rating 4.41 — 269 ratings — published
Make Your Own Neural Network (Kindle Edition)
by (shelved 24 times as machine-learning)
avg rating 4.34 — 703 ratings — published 2016
Foundations of Machine Learning (Hardcover)
by (shelved 24 times as machine-learning)
avg rating 4.22 — 95 ratings — published
Probabilistic Machine Learning: An Introduction (Adaptive Computation and Machine Learning series)
by (shelved 23 times as machine-learning)
avg rating 4.47 — 57 ratings — published
Bayesian Data Analysis (Hardcover)
by (shelved 23 times as machine-learning)
avg rating 4.21 — 539 ratings — published 1995
Mining of Massive Datasets (Hardcover)
by (shelved 23 times as machine-learning)
avg rating 4.34 — 250 ratings — published 2011
Machine Learning (Kindle Edition)
by (shelved 22 times as machine-learning)
avg rating 3.63 — 1,080 ratings — published 2016
Machine Learning for Absolute Beginners: A Plain English Introduction (First Edition)
by (shelved 22 times as machine-learning)
avg rating 3.96 — 784 ratings — published
All of Statistics: A Concise Course in Statistical Inference (Springer Texts in Statistics)
by (shelved 22 times as machine-learning)
avg rating 4.26 — 404 ratings — published 2003
Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking (Paperback)
by (shelved 21 times as machine-learning)
avg rating 4.13 — 2,648 ratings — published 2013
“People worry that computers will get too smart and take over the world, but the real problem is that they're too stupid and they've already taken over the world.”
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“The machines have not just taken our jobs. They have freed us from the lie that we are our jobs.”
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