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15 books
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23 voters
Machine Learning Books
Showing 1-50 of 1,838
Hands-On Machine Learning with Scikit-Learn and TensorFlow (ebook)
by (shelved 241 times as machine-learning)
avg rating 4.55 — 2,768 ratings — published 2017
Pattern Recognition and Machine Learning (Information Science and Statistics)
by (shelved 214 times as machine-learning)
avg rating 4.32 — 1,892 ratings — published
Deep Learning (ebook)
by (shelved 193 times as machine-learning)
avg rating 4.44 — 2,105 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 — 1,880 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 — 2,319 ratings — published 2013
Machine Learning: A Probabilistic Perspective (Hardcover)
by (shelved 118 times as machine-learning)
avg rating 4.34 — 519 ratings — published
The Hundred-Page Machine Learning Book (Paperback)
by (shelved 117 times as machine-learning)
avg rating 4.25 — 1,407 ratings — published
Deep Learning with Python (Paperback)
by (shelved 93 times as machine-learning)
avg rating 4.57 — 1,385 ratings — published 2017
Python Machine Learning (Paperback)
by (shelved 93 times as machine-learning)
avg rating 4.25 — 755 ratings — published 2015
Machine Learning (McGraw-Hill International Editions Computer Science Series)
by (shelved 77 times as machine-learning)
avg rating 4.06 — 851 ratings — published 1986
Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning)
by (shelved 77 times as machine-learning)
avg rating 4.54 — 810 ratings — published
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 — 6,434 ratings — published 2015
Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications (Paperback)
by (shelved 71 times as machine-learning)
avg rating 4.46 — 977 ratings — published 2022
Information Theory, Inference, and Learning Algorithms (Paperback)
by (shelved 70 times as machine-learning)
avg rating 4.52 — 486 ratings — published 2002
Artificial Intelligence: A Modern Approach (Hardcover)
by (shelved 68 times as machine-learning)
avg rating 4.20 — 4,426 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 — 589 ratings — published 2015
Mathematics for Machine Learning: 1st Edition (Kindle Edition)
by (shelved 60 times as machine-learning)
avg rating 4.33 — 238 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 4.21 — 131 ratings — published 2014
Learning From Data: A Short Course (Hardcover)
by (shelved 51 times as machine-learning)
avg rating 4.39 — 437 ratings — published 2012
Machine Learning Yearning (ebook)
by (shelved 49 times as machine-learning)
avg rating 4.30 — 419 ratings — published
Data Mining: Practical Machine Learning Tools and Techniques (Paperback)
by (shelved 36 times as machine-learning)
avg rating 3.90 — 786 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 — 4,761 ratings — published 2020
Neural Networks and Deep Learning (ebook)
by (shelved 35 times as machine-learning)
avg rating 4.58 — 451 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 — 275 ratings — published
Machine Learning for Hackers (Paperback)
by (shelved 33 times as machine-learning)
avg rating 3.73 — 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 — 1,459 ratings — published 2002
Grokking Deep Learning (ebook)
by (shelved 32 times as machine-learning)
avg rating 4.23 — 257 ratings — published
Machine Learning Engineering (Hardcover)
by (shelved 31 times as machine-learning)
avg rating 4.32 — 145 ratings — published
Python for Data Analysis (Paperback)
by (shelved 29 times as machine-learning)
avg rating 4.17 — 2,431 ratings — published 2011
Machine Learning in Action (Paperback)
by (shelved 29 times as machine-learning)
avg rating 3.78 — 240 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 — 255 ratings — published
Data Science from Scratch: First Principles with Python (ebook)
by (shelved 27 times as machine-learning)
avg rating 3.91 — 1,136 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
Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning series)
by (shelved 27 times as machine-learning)
avg rating 4.17 — 109 ratings — published 2005
Superintelligence: Paths, Dangers, Strategies (Hardcover)
by (shelved 26 times as machine-learning)
avg rating 3.85 — 20,756 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 — 264 ratings — published
Make Your Own Neural Network (Kindle Edition)
by (shelved 24 times as machine-learning)
avg rating 4.35 — 698 ratings — published 2016
Foundations of Machine Learning (Hardcover)
by (shelved 24 times as machine-learning)
avg rating 4.21 — 94 ratings — published
Why Machines Learn: The Elegant Math Behind Modern AI (Hardcover)
by (shelved 23 times as machine-learning)
avg rating 4.39 — 869 ratings — published 2024
Bayesian Data Analysis (Hardcover)
by (shelved 23 times as machine-learning)
avg rating 4.21 — 537 ratings — published 1995
Mining of Massive Datasets (Hardcover)
by (shelved 23 times as machine-learning)
avg rating 4.35 — 248 ratings — published 2011
Probabilistic Machine Learning: An Introduction (Adaptive Computation and Machine Learning series)
by (shelved 22 times as machine-learning)
avg rating 4.45 — 55 ratings — published
Machine Learning (Kindle Edition)
by (shelved 22 times as machine-learning)
avg rating 3.62 — 1,072 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 — 778 ratings — published
All of Statistics: A Concise Course in Statistical Inference (Springer Texts in Statistics)
by (shelved 22 times as machine-learning)
avg rating 4.25 — 396 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 — 2,624 ratings — published 2013
“Let me tell you as a brain scientist and a computer engineering dropout - transhumanism is to brain computer interface, what nuclear weapons are to nuclear physics.”
― Amantes Assemble: 100 Sonnets of Servant Sultans
― Amantes Assemble: 100 Sonnets of Servant Sultans
“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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