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5 books
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8 voters
Machine Learning Books
Showing 1-50 of 1,934
Hands-On Machine Learning with Scikit-Learn and TensorFlow (ebook)
by (shelved 239 times as machine-learning)
avg rating 4.55 — 2,741 ratings — published 2017
Pattern Recognition and Machine Learning (Information Science and Statistics)
by (shelved 213 times as machine-learning)
avg rating 4.32 — 1,889 ratings — published
Deep Learning (ebook)
by (shelved 192 times as machine-learning)
avg rating 4.44 — 2,082 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 — 1,873 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 — 2,309 ratings — published 2013
Machine Learning: A Probabilistic Perspective (Hardcover)
by (shelved 119 times as machine-learning)
avg rating 4.34 — 520 ratings — published
The Hundred-Page Machine Learning Book (Paperback)
by (shelved 116 times as machine-learning)
avg rating 4.25 — 1,390 ratings — published
Deep Learning with Python (Paperback)
by (shelved 95 times as machine-learning)
avg rating 4.57 — 1,372 ratings — published 2017
Python Machine Learning (Paperback)
by (shelved 93 times as machine-learning)
avg rating 4.25 — 756 ratings — published 2015
Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning)
by (shelved 77 times as machine-learning)
avg rating 4.54 — 797 ratings — published
Machine Learning (McGraw-Hill International Editions Computer Science Series)
by (shelved 76 times as machine-learning)
avg rating 4.07 — 853 ratings — published 1986
The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World (Hardcover)
by (shelved 71 times as machine-learning)
avg rating 3.74 — 6,396 ratings — published 2015
Information Theory, Inference, and Learning Algorithms (Paperback)
by (shelved 71 times as machine-learning)
avg rating 4.52 — 487 ratings — published 2002
Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications (Paperback)
by (shelved 70 times as machine-learning)
avg rating 4.47 — 921 ratings — published 2022
Artificial Intelligence: A Modern Approach (Hardcover)
by (shelved 68 times as machine-learning)
avg rating 4.20 — 4,400 ratings — published 1994
Introduction to Machine Learning with Python: A Guide for Data Scientists (Paperback)
by (shelved 64 times as machine-learning)
avg rating 4.34 — 588 ratings — published 2015
Mathematics for Machine Learning: 1st Edition (Kindle Edition)
by (shelved 62 times as machine-learning)
avg rating 4.33 — 230 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 4.40 — 436 ratings — published 2012
Machine Learning Yearning (ebook)
by (shelved 50 times as machine-learning)
avg rating 4.30 — 415 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
Probabilistic Graphical Models: Principles and Techniques (Kindle Edition)
by (shelved 36 times as machine-learning)
avg rating 4.19 — 257 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 — 267 ratings — published
Neural Networks and Deep Learning (ebook)
by (shelved 35 times as machine-learning)
avg rating 4.57 — 447 ratings — published 2013
The Alignment Problem: Machine Learning and Human Values (Hardcover)
by (shelved 34 times as machine-learning)
avg rating 4.34 — 4,614 ratings — published 2020
Grokking Deep Learning (ebook)
by (shelved 34 times as machine-learning)
avg rating 4.24 — 255 ratings — published
Machine Learning for Hackers (Paperback)
by (shelved 34 times as machine-learning)
avg rating 3.73 — 407 ratings — published 2012
Programming Collective Intelligence: Building Smart Web 2.0 Applications (Paperback)
by (shelved 33 times as machine-learning)
avg rating 4.07 — 1,457 ratings — published 2002
Machine Learning Engineering (Hardcover)
by (shelved 32 times as machine-learning)
avg rating 4.32 — 142 ratings — published
Python for Data Analysis (Paperback)
by (shelved 30 times as machine-learning)
avg rating 4.17 — 2,419 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 4.30 — 246 ratings — published
Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning series)
by (shelved 28 times as machine-learning)
avg rating 4.17 — 108 ratings — published 2005
Data Science from Scratch: First Principles with Python (ebook)
by (shelved 27 times as machine-learning)
avg rating 3.91 — 1,127 ratings — published 2015
Applied Predictive Modeling (Hardcover)
by (shelved 27 times as machine-learning)
avg rating 4.40 — 339 ratings — published 2013
Pattern Classification (Hardcover)
by (shelved 27 times as machine-learning)
avg rating 4.05 — 388 ratings — published 1973
Superintelligence: Paths, Dangers, Strategies (Hardcover)
by (shelved 26 times as machine-learning)
avg rating 3.85 — 20,534 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 4.40 — 259 ratings — published
Make Your Own Neural Network (Kindle Edition)
by (shelved 24 times as machine-learning)
avg rating 4.35 — 695 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 — 536 ratings — published 1995
Mining of Massive Datasets (Hardcover)
by (shelved 23 times as machine-learning)
avg rating 4.35 — 246 ratings — published 2011
Why Machines Learn: The Elegant Math Behind Modern AI (Hardcover)
by (shelved 22 times as machine-learning)
avg rating 4.38 — 744 ratings — published 2024
Probabilistic Machine Learning: An Introduction (Adaptive Computation and Machine Learning series)
by (shelved 22 times as machine-learning)
avg rating 4.53 — 51 ratings — published
Machine Learning (Kindle Edition)
by (shelved 22 times as machine-learning)
avg rating 3.62 — 1,061 ratings — published 2016
All of Statistics: A Concise Course in Statistical Inference (Springer Texts in Statistics)
by (shelved 22 times as machine-learning)
avg rating 4.26 — 388 ratings — published 2003
Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking (Paperback)
by (shelved 22 times as machine-learning)
avg rating 4.13 — 2,601 ratings — published 2013
Neural Networks for Pattern Recognition (Advanced Texts in Econometrics (Paperback))
by (shelved 22 times as machine-learning)
avg rating 4.11 — 170 ratings — published 1996
“The irony is that when you set out to remove bias you use your own possibly unconscious biases in deciding what's harmful and what should be done about it.”
― MoneyGPT: AI and the Threat to the Global Economy
― MoneyGPT: AI and the Threat to the Global Economy
“Confabulation, or hallucination, is ubiquitous in AI/GPT output already. Efforts to correct this by self-learning algos and back propagation are unlikely to solve the problem because they add to the complexity of the system as a whole, which increases the likelihood of emergent ghosts. The difficulty is that duplicity is hard to detect unless you're a subject matter expert in the topic or you conduct your own research to test its accuracy. This begs the question — if you have to be a subject matter expert to spot the flaws in AI/GPT output, what good is the system in the first place?”
― MoneyGPT: AI and the Threat to the Global Economy
― MoneyGPT: AI and the Threat to the Global Economy
