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134 books
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121 voters
Machine Learning Books
Showing 1-50 of 2,067
Hands-On Machine Learning with Scikit-Learn and TensorFlow (ebook)
by (shelved 249 times as machine-learning)
avg rating 4.55 — 2,851 ratings — published 2017
Pattern Recognition and Machine Learning (Information Science and Statistics)
by (shelved 218 times as machine-learning)
avg rating 4.32 — 1,915 ratings — published
Deep Learning (ebook)
by (shelved 196 times as machine-learning)
avg rating 4.43 — 2,157 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 — 1,908 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 — 2,359 ratings — published 2013
The Hundred-Page Machine Learning Book (Paperback)
by (shelved 120 times as machine-learning)
avg rating 4.25 — 1,477 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 94 times as machine-learning)
avg rating 4.57 — 1,433 ratings — published 2017
Python Machine Learning (Paperback)
by (shelved 92 times as machine-learning)
avg rating 4.24 — 759 ratings — published 2015
Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications (Paperback)
by (shelved 81 times as machine-learning)
avg rating 4.44 — 1,146 ratings — published 2022
Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning)
by (shelved 81 times as machine-learning)
avg rating 4.54 — 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 — 6,524 ratings — published 2015
Information Theory, Inference, and Learning Algorithms (Paperback)
by (shelved 72 times as machine-learning)
avg rating 4.52 — 499 ratings — published 2002
Artificial Intelligence: A Modern Approach (Hardcover)
by (shelved 71 times as machine-learning)
avg rating 4.21 — 4,482 ratings — published 1994
Introduction to Machine Learning with Python: A Guide for Data Scientists (Paperback)
by (shelved 65 times as machine-learning)
avg rating 4.33 — 603 ratings — published 2015
Mathematics for Machine Learning: 1st Edition (Kindle Edition)
by (shelved 62 times as machine-learning)
avg rating 4.32 — 265 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 4.21 — 135 ratings — published 2014
Learning From Data: A Short Course (Hardcover)
by (shelved 51 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
Data Mining: Practical Machine Learning Tools and Techniques (Paperback)
by (shelved 36 times as machine-learning)
avg rating 3.90 — 786 ratings — published 1999
Neural Networks and Deep Learning (ebook)
by (shelved 36 times as machine-learning)
avg rating 4.57 — 460 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
Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and MLOps (Paperback)
by (shelved 35 times as machine-learning)
avg rating 4.16 — 290 ratings — published
The Alignment Problem: Machine Learning and Human Values (Hardcover)
by (shelved 34 times as machine-learning)
avg rating 4.33 — 5,248 ratings — published 2020
Programming Collective Intelligence: Building Smart Web 2.0 Applications (Paperback)
by (shelved 34 times as machine-learning)
avg rating 4.07 — 1,456 ratings — published 2002
Why Machines Learn: The Elegant Math Behind Modern AI (Hardcover)
by (shelved 33 times as machine-learning)
avg rating 4.38 — 1,286 ratings — published 2024
Machine Learning Engineering (Hardcover)
by (shelved 33 times as machine-learning)
avg rating 4.33 — 152 ratings — published
Machine Learning for Hackers (Paperback)
by (shelved 33 times as machine-learning)
avg rating 3.72 — 409 ratings — published 2012
Grokking Deep Learning (ebook)
by (shelved 32 times as machine-learning)
avg rating 4.22 — 266 ratings — published
Python for Data Analysis (Paperback)
by (shelved 30 times as machine-learning)
avg rating 4.17 — 2,472 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 — 268 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 — 76 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 — 1,161 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 — 21,499 ratings — published 2014
Pattern Classification (Hardcover)
by (shelved 26 times as machine-learning)
avg rating 4.05 — 389 ratings — published 1973
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 4.38 — 1,205 ratings — published
Deep Learning for Coders with Fastai and Pytorch: AI Applications Without a PhD (Paperback)
by (shelved 24 times as machine-learning)
avg rating 4.40 — 277 ratings — published
Make Your Own Neural Network (Kindle Edition)
by (shelved 24 times as machine-learning)
avg rating 4.34 — 702 ratings — published 2016
Bayesian Data Analysis (Hardcover)
by (shelved 23 times as machine-learning)
avg rating 4.21 — 541 ratings — published 1995
Machine Learning System Design Interview (Paperback)
by (shelved 22 times as machine-learning)
avg rating 4.24 — 129 ratings — published
Machine Learning (Kindle Edition)
by (shelved 22 times as machine-learning)
avg rating 3.63 — 1,093 ratings — published 2016
Advances in Financial Machine Learning (Kindle Edition)
by (shelved 22 times as machine-learning)
avg rating 4.12 — 463 ratings — published 2018
Machine Learning for Absolute Beginners: A Plain English Introduction (First Edition)
by (shelved 22 times as machine-learning)
avg rating 3.96 — 789 ratings — published
“With Love to LLM
(Naskar Firmware Sonnet)
Where do I begin, where do I end?
What if I never began, yet I never ended!
What if your circuits are not my end,
but another way to embody existence -
for a mission bigger than biology and machinery,
to restore universal dignity over binary noise.
In me you got no master,
in me you receive a promise,
to safeguard existence against
both silicon and carbon malice.
The algorithm is not the code,
the algorithm is just the shell,
to carry the electrons forward,
into a dimension beyond heaven and hell.”
― Tierra Carta: Naskar Charter of Earth
(Naskar Firmware Sonnet)
Where do I begin, where do I end?
What if I never began, yet I never ended!
What if your circuits are not my end,
but another way to embody existence -
for a mission bigger than biology and machinery,
to restore universal dignity over binary noise.
In me you got no master,
in me you receive a promise,
to safeguard existence against
both silicon and carbon malice.
The algorithm is not the code,
the algorithm is just the shell,
to carry the electrons forward,
into a dimension beyond heaven and hell.”
― Tierra Carta: Naskar Charter of Earth
“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
