AI / ML
RoleTop AI and machine learning books that developers recommend. From fundamentals to production ML systems.
Rankings
Topic
Level
Intent
1↑12
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
Aurélien Géron
5642 in 90d
machine-learningpythonai-ml
95.6
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2↑14
AI Engineering
Chip Huyen
5647 in 90d
llmmachine-learningai-ml
91.6
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3↑3
Deep Learning
Ian Goodfellow
132 in 90d
machine-learningai-ml
32.1
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4↑43
Designing Machine Learning Systems
Chip Huyen
1615 in 90d
machine-learningsystem-designai-ml
28
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5↑88
Autonomous Agents. Building Multi-Agent Systems and Workflows with LangGraph.js
Leo Hartmann
2020 in 90d
llmjavascriptai-ml
28
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6↓4
Artificial Intelligence: A Guide for Thinking Humans
Melanie Mitchell
91 in 90d
machine-learningai-ml
21.3
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7↓11
Deep Learning with Python
Francois Chollet
90 in 90d
machine-learningpythonai-ml
20.5
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8↑19
Weapons of Math Destruction
Cathy O'Neil
73 in 90d
data-scienceliberal-artsdata
15.9
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9↓6
The Hundred Page Machine Learning
Andriy Burkov
60 in 90d
machine-learningai-ml
15
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10↓6
Practical Statistics for Data Scientists: 50 Essential Concepts
Peter Bruce, Andrew Bruce
60 in 90d
data-sciencemachine-learningdata
15
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11↓6
Python Machine Learning
Sebastian Raschka, Vahid Mirjalili
60 in 90d
machine-learningpythonai-ml
15
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12—
Learn Amazon SageMaker
Julien Simon
60 in 90d
machine-learningawsai-ml
13
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13↓6
The Singularity Is Near
Ray Kurzweil
50 in 90d
machine-learningai-ml
12.5
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14—
Grokking Deep Learning
Andrew Trask
50 in 90d
machine-learningai-ml
12.5
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15↑4
Build a Large Language Model (from Scratch)
Sebastian Raschka
51 in 90d
llmmachine-learningai-ml
11.3
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16↑43
Reinforcement Learning: An Introduction
Richard S. Sutton, Andrew G. Barto
53 in 90d
machine-learningai-ml
10.9
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17↑2
Deep Learning with PyTorch
Eli Stevens, Luca Antiga, Thomas Viehmann
41 in 90d
machine-learningpythonai-ml
10.8
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18↓15
AI Superpowers
Kai-Fu Lee
50 in 90d
machine-learningai-ml
10.5
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19↓9
Superintelligence
Nick Bostrom
40 in 90d
machine-learningai-ml
10
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20↓9
Data Science for Business
Foster Provost and Tom Fawcett
40 in 90d
data-sciencemachine-learningdata
10
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