Best Machine Learning Books
TopicTop machine learning books that developers recommend. From theory to production ML systems.
Books
41
Total mentions
219
Avg 90d mentions
1
Rankings
1—
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
Aur
3017 in 90d
machine-learningpythonai-ml
60.6
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2—
AI Engineering
Chip Huyen
3021 in 90d
llmmachine-learningai-ml
55.8
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3—
Deep Learning
Ian Goodfellow
121 in 90d
machine-learningai-ml
28.8
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4—
Designing Machine Learning Systems
Chip Huyen
1514 in 90d
machine-learningsystem-designai-ml
24.7
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5—
Artificial Intelligence: A Guide for Thinking Humans
Melanie Mitchell
91 in 90d
machine-learningai-ml
21.3
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6—
Deep Learning with Python
Francois Chollet
90 in 90d
machine-learningpythonai-ml
20.5
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7—
The Hundred-Page Machine Learning Book
Andriy Burkov
60 in 90d
machine-learningai-ml
15
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8—
Practical Statistics for Data Scientists: 50 Essential Concepts
Peter Bruce, Andrew Bruce
60 in 90d
data-sciencemachine-learningdata
15
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9—
Python Machine Learning
Sebastian Raschka, Vahid Mirjalili
60 in 90d
machine-learningpythonai-ml
15
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10—
Learn Amazon SageMaker
Julien Simon
60 in 90d
machine-learningawsai-ml
13
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11—
The Singularity Is Near
Ray Kurzweil
50 in 90d
machine-learningai-ml
12.5
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12—
Grokking Deep Learning
Andrew Trask
50 in 90d
machine-learningai-ml
12.5
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13—
Build a Large Language Model (from Scratch)
Sebastian Raschka
51 in 90d
llmmachine-learningai-ml
11.3
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14—
AI Superpowers
Kai-Fu Lee
50 in 90d
machine-learningai-ml
10.5
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15—
Superintelligence
Nick Bostrom
40 in 90d
machine-learningai-ml
10
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16—
Data Science for Business
Foster Provost and Tom Fawcett
40 in 90d
data-sciencemachine-learningdata
10
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17—
Deep Learning for Coders with fastai and PyTorch
Jeremy Howard, Sylvain Gugger
40 in 90d
machine-learningpythonai-ml
10
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18—
Machine Learning for Absolute Beginners
Oliver Theobald
31 in 90d
machine-learningai-ml
8.3
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19—
Natural Language Processing with Python
Steven Bird
31 in 90d
pythonmachine-learningai-ml
8.3
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20—
Deep Learning with PyTorch
Eli Stevens, Luca Antiga, Thomas Viehmann
30 in 90d
machine-learningpythonai-ml
7.5
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