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56 books
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9 voters
Machine Learning Books
Showing 1-50 of 2,051
Hands-On Machine Learning with Scikit-Learn and TensorFlow (ebook)
by (shelved 247 times as machine-learning)
avg rating 4.55 — 2,837 ratings — published 2017
Pattern Recognition and Machine Learning (Information Science and Statistics)
by (shelved 221 times as machine-learning)
avg rating 4.32 — 1,913 ratings — published
Deep Learning (ebook)
by (shelved 197 times as machine-learning)
avg rating 4.44 — 2,147 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 — 1,905 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 — 1,470 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 81 times as machine-learning)
avg rating 4.54 — 836 ratings — published
Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications (Paperback)
by (shelved 80 times as machine-learning)
avg rating 4.44 — 1,110 ratings — published 2022
Machine Learning (McGraw-Hill International Editions Computer Science Series)
by (shelved 77 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 — 6,500 ratings — published 2015
Information Theory, Inference, and Learning Algorithms (Paperback)
by (shelved 73 times as machine-learning)
avg rating 4.52 — 496 ratings — published 2002
Artificial Intelligence: A Modern Approach (Hardcover)
by (shelved 71 times as machine-learning)
avg rating 4.21 — 4,475 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 — 603 ratings — published 2015
Mathematics for Machine Learning: 1st Edition (Kindle Edition)
by (shelved 63 times as machine-learning)
avg rating 4.33 — 261 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 — 442 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 34 times as machine-learning)
avg rating 4.33 — 5,148 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 — 1,211 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 — 1,456 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 — 2,464 ratings — published 2011
Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play (Paperback)
by (shelved 30 times as machine-learning)
avg rating 4.29 — 265 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 4.17 — 111 ratings — published 2005
Applied Predictive Modeling (Hardcover)
by (shelved 28 times as machine-learning)
avg rating 4.40 — 345 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 — 21,349 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
AI Engineering: Building Applications with Foundation Models (Paperback)
by (shelved 24 times as machine-learning)
avg rating 4.40 — 1,084 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
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 — 253 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 4.25 — 125 ratings — published
“AI is acceptable as a tool in hands, but never as substitute for the hands.”
― Hazrat-e Humanity: The Uncultured Polyglot
― Hazrat-e Humanity: The Uncultured Polyglot
“If you could travel back in time, you would miss out on all of the mistakes you made. You would undoubtedly be someone very different. Long live my past and my mistakes.”
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