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Machine Learning Books
Showing 1-50 of 2,083
Hands-On Machine Learning with Scikit-Learn and TensorFlow (ebook)
by (shelved 249 times as machine-learning)
avg rating 4.55 — 2,863 ratings — published 2017
Pattern Recognition and Machine Learning (Information Science and Statistics)
by (shelved 218 times as machine-learning)
avg rating 4.32 — 1,920 ratings — published
Deep Learning (ebook)
by (shelved 195 times as machine-learning)
avg rating 4.44 — 2,167 ratings — published 2016
The Elements of Statistical Learning: Data Mining, Inference, and Prediction (Hardcover)
by (shelved 160 times as machine-learning)
avg rating 4.43 — 1,911 ratings — published 2001
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
by (shelved 122 times as machine-learning)
avg rating 4.59 — 2,360 ratings — published 2013
The Hundred-Page Machine Learning Book (Paperback)
by (shelved 121 times as machine-learning)
avg rating 4.25 — 1,487 ratings — published
Machine Learning: A Probabilistic Perspective (Hardcover)
by (shelved 116 times as machine-learning)
avg rating 4.34 — 523 ratings — published
Deep Learning with Python (Paperback)
by (shelved 93 times as machine-learning)
avg rating 4.57 — 1,436 ratings — published 2017
Python Machine Learning (Paperback)
by (shelved 92 times as machine-learning)
avg rating 4.24 — 758 ratings — published 2015
Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications (Paperback)
by (shelved 84 times as machine-learning)
avg rating 4.44 — 1,162 ratings — published 2022
Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning)
by (shelved 81 times as machine-learning)
avg rating 4.53 — 840 ratings — published
Machine Learning (McGraw-Hill International Editions Computer Science Series)
by (shelved 76 times as machine-learning)
avg rating 4.07 — 860 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 — 6,538 ratings — published 2015
Information Theory, Inference, and Learning Algorithms (Paperback)
by (shelved 72 times as machine-learning)
avg rating 4.52 — 500 ratings — published 2002
Artificial Intelligence: A Modern Approach (Hardcover)
by (shelved 71 times as machine-learning)
avg rating 4.21 — 4,489 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 — 602 ratings — published 2015
Mathematics for Machine Learning: 1st Edition (Kindle Edition)
by (shelved 63 times as machine-learning)
avg rating 4.31 — 270 ratings — published
Bayesian Reasoning and Machine Learning (Hardcover)
by (shelved 59 times as machine-learning)
avg rating 4.11 — 192 ratings — published 2012
Understanding Machine Learning (Hardcover)
by (shelved 52 times as machine-learning)
avg rating 4.22 — 137 ratings — published 2014
Learning From Data: A Short Course (Hardcover)
by (shelved 51 times as machine-learning)
avg rating 4.38 — 443 ratings — published 2012
Machine Learning Yearning (ebook)
by (shelved 50 times as machine-learning)
avg rating 4.29 — 428 ratings — published
Why Machines Learn: The Elegant Math Behind Modern AI (Hardcover)
by (shelved 36 times as machine-learning)
avg rating 4.37 — 1,375 ratings — published 2024
Data Mining: Practical Machine Learning Tools and Techniques (Paperback)
by (shelved 36 times as machine-learning)
avg rating 3.90 — 787 ratings — published 1999
Neural Networks and Deep Learning (ebook)
by (shelved 36 times as machine-learning)
avg rating 4.57 — 463 ratings — published 2013
Probabilistic Graphical Models: Principles and Techniques (Kindle Edition)
by (shelved 36 times as machine-learning)
avg rating 4.18 — 260 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 4.33 — 5,340 ratings — published 2020
Machine Learning for Hackers (Paperback)
by (shelved 34 times as machine-learning)
avg rating 3.72 — 409 ratings — published 2012
Programming Collective Intelligence: Building Smart Web 2.0 Applications (Paperback)
by (shelved 34 times as machine-learning)
avg rating 4.07 — 1,455 ratings — published 2002
Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and MLOps (Paperback)
by (shelved 33 times as machine-learning)
avg rating 4.15 — 290 ratings — published
Machine Learning Engineering (Hardcover)
by (shelved 33 times as machine-learning)
avg rating 4.32 — 154 ratings — published
Grokking Deep Learning (ebook)
by (shelved 33 times as machine-learning)
avg rating 4.22 — 267 ratings — published
Python for Data Analysis (Paperback)
by (shelved 30 times as machine-learning)
avg rating 4.17 — 2,475 ratings — published 2011
Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play (Paperback)
by (shelved 29 times as machine-learning)
avg rating 4.29 — 270 ratings — published
Machine Learning in Action (Paperback)
by (shelved 29 times as machine-learning)
avg rating 3.77 — 239 ratings — published 2011
Probabilistic Machine Learning: An Introduction (Adaptive Computation and Machine Learning series)
by (shelved 28 times as machine-learning)
avg rating 4.49 — 79 ratings — published
Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning series)
by (shelved 28 times as machine-learning)
avg rating 4.17 — 111 ratings — published 2005
Data Science from Scratch: First Principles with Python (ebook)
by (shelved 27 times as machine-learning)
avg rating 3.90 — 1,162 ratings — published 2015
Applied Predictive Modeling (Hardcover)
by (shelved 27 times as machine-learning)
avg rating 4.40 — 345 ratings — published 2013
Superintelligence: Paths, Dangers, Strategies (Hardcover)
by (shelved 26 times as machine-learning)
avg rating 3.85 — 21,614 ratings — published 2014
Pattern Classification (Hardcover)
by (shelved 26 times as machine-learning)
avg rating 4.05 — 389 ratings — published 1973
AI Engineering: Building Applications with Foundation Models (Paperback)
by (shelved 25 times as machine-learning)
avg rating 4.37 — 1,303 ratings — published
Foundations of Machine Learning (Hardcover)
by (shelved 25 times as machine-learning)
avg rating 4.22 — 95 ratings — published
Machine Learning System Design Interview (Paperback)
by (shelved 24 times as machine-learning)
avg rating 4.25 — 131 ratings — published
Make Your Own Neural Network (Kindle Edition)
by (shelved 24 times as machine-learning)
avg rating 4.34 — 703 ratings — published 2016
Deep Learning for Coders with Fastai and Pytorch: AI Applications Without a PhD (Paperback)
by (shelved 23 times as machine-learning)
avg rating 4.40 — 280 ratings — published
Bayesian Data Analysis (Hardcover)
by (shelved 23 times as machine-learning)
avg rating 4.21 — 543 ratings — published 1995
Machine Learning (Kindle Edition)
by (shelved 22 times as machine-learning)
avg rating 3.62 — 1,099 ratings — published 2016
Advances in Financial Machine Learning (Kindle Edition)
by (shelved 22 times as machine-learning)
avg rating 4.13 — 468 ratings — published 2018
Machine Learning for Absolute Beginners: A Plain English Introduction (First Edition)
by (shelved 22 times as machine-learning)
avg rating 3.97 — 792 ratings — published
“As soon as something incredible happens, and I think I can take on the world, then boom, a warhead drops a payload on me.”
― Rage Against the Machine
― Rage Against the Machine
“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.”
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