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143 books
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30 voters
Machine Learning Books
Showing 1-50 of 1,879
Hands-On Machine Learning with Scikit-Learn and TensorFlow (ebook)
by (shelved 242 times as machine-learning)
avg rating 4.55 — 2,781 ratings — published 2017
Pattern Recognition and Machine Learning (Information Science and Statistics)
by (shelved 215 times as machine-learning)
avg rating 4.32 — 1,896 ratings — published
Deep Learning (ebook)
by (shelved 196 times as machine-learning)
avg rating 4.44 — 2,111 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 — 2,325 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 — 1,414 ratings — published
Deep Learning with Python (Paperback)
by (shelved 93 times as machine-learning)
avg rating 4.57 — 1,390 ratings — published 2017
Python Machine Learning (Paperback)
by (shelved 93 times as machine-learning)
avg rating 4.24 — 754 ratings — published 2015
Machine Learning (McGraw-Hill International Editions Computer Science Series)
by (shelved 77 times as machine-learning)
avg rating 4.07 — 854 ratings — published 1986
Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning)
by (shelved 77 times as machine-learning)
avg rating 4.54 — 812 ratings — published
Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications (Paperback)
by (shelved 73 times as machine-learning)
avg rating 4.46 — 990 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 — 6,438 ratings — published 2015
Information Theory, Inference, and Learning Algorithms (Paperback)
by (shelved 70 times as machine-learning)
avg rating 4.52 — 488 ratings — published 2002
Artificial Intelligence: A Modern Approach (Hardcover)
by (shelved 68 times as machine-learning)
avg rating 4.20 — 4,435 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 — 591 ratings — published 2015
Mathematics for Machine Learning: 1st Edition (Kindle Edition)
by (shelved 60 times as machine-learning)
avg rating 4.33 — 243 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 — 438 ratings — published 2012
Machine Learning Yearning (ebook)
by (shelved 49 times as machine-learning)
avg rating 4.30 — 420 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 — 4,813 ratings — published 2020
Neural Networks and Deep Learning (ebook)
by (shelved 35 times as machine-learning)
avg rating 4.57 — 454 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 3.72 — 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 — 1,459 ratings — published 2002
Grokking Deep Learning (ebook)
by (shelved 32 times as machine-learning)
avg rating 4.22 — 258 ratings — published
Machine Learning Engineering (Hardcover)
by (shelved 31 times as machine-learning)
avg rating 4.32 — 146 ratings — published
Python for Data Analysis (Paperback)
by (shelved 30 times as machine-learning)
avg rating 4.17 — 2,434 ratings — published 2011
Machine Learning in Action (Paperback)
by (shelved 29 times as machine-learning)
avg rating 3.77 — 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 — 1,138 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 — 20,837 ratings — published 2014
Why Machines Learn: The Elegant Math Behind Modern AI (Hardcover)
by (shelved 25 times as machine-learning)
avg rating 4.38 — 917 ratings — published 2024
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 4.34 — 699 ratings — published 2016
Foundations of Machine Learning (Hardcover)
by (shelved 24 times as machine-learning)
avg rating 4.21 — 94 ratings — published
Bayesian Data Analysis (Hardcover)
by (shelved 23 times as machine-learning)
avg rating 4.21 — 538 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 4.47 — 57 ratings — published
Machine Learning (Kindle Edition)
by (shelved 22 times as machine-learning)
avg rating 3.62 — 1,074 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 4.26 — 400 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 — 2,630 ratings — published 2013
“Let’s get to know each other. My name’s William, William More, but you can call me Willy. I’m an engineer-chemist who graduated from MIT. So . . . but you’re all alike to me . . . of course, you would be . . . you’re robots. And all your names are that sort of, um . . . codes, technical numbers . . . I need some marker where I can pick you out. Well, well, to you I’ll call . . .,” and Willy pondered for a moment, “Gumball, yes, Gumball! Do you mind?” “No, sir, actually no,” CSE-TR-03 said, agreeing with its new given name. “Ah, that’s wonderful. And then you’re Darwin,” Willy said, accosting the second robot. “Look what a nice name—Darwin! What do you say, eh?” “What can I say, sir? I like it,” CSE-TR-02 agreed too. “Yes, a human name with a past . . . You and Gumball . . . are from the same family, the Methanesons!” “It turns out thus, sir,” Darwin confirmed its family belonging. “And you’re like Larry. You’re Larry. Do you know that?” More addressed the next robot in line. “Yes, sir, just now I learned that,” the third robot said, accepted its name as well.”
― Homo Cosmicus 2: Titan: A Science Fiction Novel
― Homo Cosmicus 2: Titan: A Science Fiction Novel
“AI must be built by everyone, or eventually its benefits will belong to no one.”
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