Advanced Machine Learning Books
Level 9 books
9 advanced Machine Learning books for experienced developers. Deep, specialized knowledge — including Deep Learning and Designing Machine Learning Systems.
Rankings
1—
Deep Learning
Ian Goodfellow
121 in 90d
machine-learningai-ml
28.8
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2—
Designing Machine Learning Systems
Chip Huyen
1514 in 90d
machine-learningsystem-designai-ml
24.7
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3—
Build a Large Language Model (from Scratch)
Sebastian Raschka
51 in 90d
llmmachine-learningai-ml
11.3
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4—
Superintelligence
Nick Bostrom
40 in 90d
machine-learningai-ml
10
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5—
Artificial Intelligence: A Modern Approach
Stuart Russell, Peter Norvig
31 in 90d
machine-learningai-ml
6.3
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6—
Pattern Recognition and Machine Learning
Christopher M. Bishop
21 in 90d
machine-learningdata-scienceai-ml
5.8
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7—
Reinforcement Learning: An Introduction
Richard S. Sutton, Andrew G. Barto
20 in 90d
machine-learningai-ml
5
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8—
The Elements of Statistical Learning
Trevor Hastie, Robert Tibshirani, Jerome Friedman
20 in 90d
machine-learningdata-scienceai-ml
5
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9—
The Regularization Cookbook
Vincent Vandenbussche
20 in 90d
machine-learningai-ml
3
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