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56 books
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9 voters
Machine Learning Books
Showing 1-50 of 1,889
Hands-On Machine Learning with Scikit-Learn and TensorFlow (ebook)
by (shelved 243 times as machine-learning)
avg rating 4.55 — 2,795 ratings — published 2017
Pattern Recognition and Machine Learning (Information Science and Statistics)
by (shelved 216 times as machine-learning)
avg rating 4.32 — 1,900 ratings — published
Deep Learning (ebook)
by (shelved 195 times as machine-learning)
avg rating 4.44 — 2,116 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 — 1,885 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 — 2,335 ratings — published 2013
Machine Learning: A Probabilistic Perspective (Hardcover)
by (shelved 118 times as machine-learning)
avg rating 4.34 — 520 ratings — published
The Hundred-Page Machine Learning Book (Paperback)
by (shelved 118 times as machine-learning)
avg rating 4.25 — 1,427 ratings — published
Deep Learning with Python (Paperback)
by (shelved 93 times as machine-learning)
avg rating 4.57 — 1,395 ratings — published 2017
Python Machine Learning (Paperback)
by (shelved 93 times as machine-learning)
avg rating 4.24 — 756 ratings — published 2015
Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning)
by (shelved 78 times as machine-learning)
avg rating 4.54 — 818 ratings — published
Machine Learning (McGraw-Hill International Editions Computer Science Series)
by (shelved 77 times as machine-learning)
avg rating 4.07 — 856 ratings — published 1986
Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications (Paperback)
by (shelved 75 times as machine-learning)
avg rating 4.45 — 1,017 ratings — published 2022
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 — 6,453 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 — 4,447 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 — 595 ratings — published 2015
Mathematics for Machine Learning: 1st Edition (Kindle Edition)
by (shelved 60 times as machine-learning)
avg rating 4.33 — 247 ratings — published
Bayesian Reasoning and Machine Learning (Hardcover)
by (shelved 59 times as machine-learning)
avg rating 4.10 — 193 ratings — published 2012
Understanding Machine Learning (Hardcover)
by (shelved 52 times as machine-learning)
avg rating 4.20 — 132 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 4.30 — 423 ratings — published
Data Mining: Practical Machine Learning Tools and Techniques (Paperback)
by (shelved 36 times as machine-learning)
avg rating 3.90 — 784 ratings — published 1999
Probabilistic Graphical Models: Principles and Techniques (Kindle Edition)
by (shelved 36 times as machine-learning)
avg rating 4.19 — 259 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 — 4,887 ratings — published 2020
Neural Networks and Deep Learning (ebook)
by (shelved 35 times as machine-learning)
avg rating 4.58 — 458 ratings — published 2013
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 — 276 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 — 407 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
Python for Data Analysis (Paperback)
by (shelved 30 times as machine-learning)
avg rating 4.17 — 2,443 ratings — published 2011
Machine Learning in Action (Paperback)
by (shelved 29 times as machine-learning)
avg rating 3.77 — 240 ratings — published 2011
Why Machines Learn: The Elegant Math Behind Modern AI (Hardcover)
by (shelved 28 times as machine-learning)
avg rating 4.39 — 1,000 ratings — published 2024
Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play (Paperback)
by (shelved 28 times as machine-learning)
avg rating 4.31 — 258 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 — 1,150 ratings — published 2015
Applied Predictive Modeling (Hardcover)
by (shelved 27 times as machine-learning)
avg rating 4.40 — 343 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 — 20,959 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 — 268 ratings — published
Make Your Own Neural Network (Kindle Edition)
by (shelved 24 times as machine-learning)
avg rating 4.34 — 701 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 — 1,078 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 — 782 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 — 402 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 — 2,642 ratings — published 2013
“This generation will witness social and economic changes in our societies, that will be irreversible, thanks to AI.”
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“You don’t build AI to replace human intelligence. You build it to discover what human intelligence was trying to become all along.”
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