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Machine Learning Books
Showing 1-50 of 1,906
Hands-On Machine Learning with Scikit-Learn and TensorFlow (ebook)
by (shelved 247 times as machine-learning)
avg rating 4.55 — 2,820 ratings — published 2017
Pattern Recognition and Machine Learning (Information Science and Statistics)
by (shelved 218 times as machine-learning)
avg rating 4.33 — 1,911 ratings — published
Deep Learning (ebook)
by (shelved 194 times as machine-learning)
avg rating 4.43 — 2,134 ratings — published 2016
The Elements of Statistical Learning: Data Mining, Inference, and Prediction (Hardcover)
by (shelved 157 times as machine-learning)
avg rating 4.43 — 1,895 ratings — published 2001
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
by (shelved 120 times as machine-learning)
avg rating 4.59 — 2,340 ratings — published 2013
The Hundred-Page Machine Learning Book (Paperback)
by (shelved 118 times as machine-learning)
avg rating 4.25 — 1,452 ratings — published
Machine Learning: A Probabilistic Perspective (Hardcover)
by (shelved 117 times as machine-learning)
avg rating 4.34 — 522 ratings — published
Deep Learning with Python (Paperback)
by (shelved 93 times as machine-learning)
avg rating 4.57 — 1,417 ratings — published 2017
Python Machine Learning (Paperback)
by (shelved 93 times as machine-learning)
avg rating 4.24 — 758 ratings — published 2015
Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning)
by (shelved 78 times as machine-learning)
avg rating 4.54 — 827 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 — 1,070 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 3.73 — 6,479 ratings — published 2015
Information Theory, Inference, and Learning Algorithms (Paperback)
by (shelved 71 times as machine-learning)
avg rating 4.53 — 491 ratings — published 2002
Artificial Intelligence: A Modern Approach (Hardcover)
by (shelved 68 times as machine-learning)
avg rating 4.21 — 4,471 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 — 599 ratings — published 2015
Mathematics for Machine Learning: 1st Edition (Kindle Edition)
by (shelved 62 times as machine-learning)
avg rating 4.33 — 256 ratings — published
Bayesian Reasoning and Machine Learning (Hardcover)
by (shelved 59 times as machine-learning)
avg rating 4.11 — 193 ratings — published 2012
Understanding Machine Learning (Hardcover)
by (shelved 52 times as machine-learning)
avg rating 4.21 — 134 ratings — published 2014
Learning From Data: A Short Course (Hardcover)
by (shelved 51 times as machine-learning)
avg rating 4.39 — 440 ratings — published 2012
Machine Learning Yearning (ebook)
by (shelved 49 times as machine-learning)
avg rating 4.29 — 426 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
Neural Networks and Deep Learning (ebook)
by (shelved 36 times as machine-learning)
avg rating 4.58 — 458 ratings — published 2013
Probabilistic Graphical Models: Principles and Techniques (Kindle Edition)
by (shelved 36 times as machine-learning)
avg rating 4.18 — 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
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 4.16 — 289 ratings — published
The Alignment Problem: Machine Learning and Human Values (Hardcover)
by (shelved 34 times as machine-learning)
avg rating 4.34 — 5,032 ratings — published 2020
Machine Learning Engineering (Hardcover)
by (shelved 33 times as machine-learning)
avg rating 4.32 — 150 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 — 1,460 ratings — published 2002
Why Machines Learn: The Elegant Math Behind Modern AI (Hardcover)
by (shelved 32 times as machine-learning)
avg rating 4.38 — 1,128 ratings — published 2024
Grokking Deep Learning (ebook)
by (shelved 32 times as machine-learning)
avg rating 4.23 — 261 ratings — published
Probabilistic Machine Learning: An Introduction (Adaptive Computation and Machine Learning series)
by (shelved 30 times as machine-learning)
avg rating 4.47 — 74 ratings — published
Python for Data Analysis (Paperback)
by (shelved 30 times as machine-learning)
avg rating 4.17 — 2,457 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 4.30 — 262 ratings — published
Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning series)
by (shelved 28 times as machine-learning)
avg rating 4.16 — 110 ratings — published 2005
Data Science from Scratch: First Principles with Python (ebook)
by (shelved 27 times as machine-learning)
avg rating 3.90 — 1,155 ratings — published 2015
Applied Predictive Modeling (Hardcover)
by (shelved 27 times as machine-learning)
avg rating 4.40 — 344 ratings — published 2013
Superintelligence: Paths, Dangers, Strategies (Hardcover)
by (shelved 26 times as machine-learning)
avg rating 3.85 — 21,168 ratings — published 2014
Pattern Classification (Hardcover)
by (shelved 26 times as machine-learning)
avg rating 4.05 — 389 ratings — published 1973
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 — 271 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
Bayesian Data Analysis (Hardcover)
by (shelved 23 times as machine-learning)
avg rating 4.21 — 540 ratings — published 1995
Mining of Massive Datasets (Hardcover)
by (shelved 23 times as machine-learning)
avg rating 4.34 — 251 ratings — published 2011
Machine Learning (Kindle Edition)
by (shelved 22 times as machine-learning)
avg rating 3.63 — 1,086 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 — 786 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 — 407 ratings — published 2003
AI Engineering: Building Applications with Foundation Models (Paperback)
by (shelved 21 times as machine-learning)
avg rating 4.42 — 966 ratings — published
“AI is to be told what to do, not asked.”
―
―
“I have just one law on AI, keep the human at the center, and be transparent.”
― Hazrat-e Humanity: The Uncultured Polyglot
― Hazrat-e Humanity: The Uncultured Polyglot
