Practical Machine Learning Books
Intent 24 books
24 hands-on Machine Learning books you can apply directly to your work. Ranked by developer recommendations — top picks include Hands-On Machine Learning with S... and AI Engineering.
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—
Designing Machine Learning Systems
Chip Huyen
1514 in 90d
machine-learningsystem-designai-ml
24.7
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4—
Deep Learning with Python
Francois Chollet
90 in 90d
machine-learningpythonai-ml
20.5
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5—
The Hundred-Page Machine Learning Book
Andriy Burkov
60 in 90d
machine-learningai-ml
15
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6—
Practical Statistics for Data Scientists: 50 Essential Concepts
Peter Bruce, Andrew Bruce
60 in 90d
data-sciencemachine-learningdata
15
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7—
Python Machine Learning
Sebastian Raschka, Vahid Mirjalili
60 in 90d
machine-learningpythonai-ml
15
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8—
Learn Amazon SageMaker
Julien Simon
60 in 90d
machine-learningawsai-ml
13
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9—
Grokking Deep Learning
Andrew Trask
50 in 90d
machine-learningai-ml
12.5
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10—
Build a Large Language Model (from Scratch)
Sebastian Raschka
51 in 90d
llmmachine-learningai-ml
11.3
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11—
Data Science for Business
Foster Provost and Tom Fawcett
40 in 90d
data-sciencemachine-learningdata
10
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12—
Deep Learning for Coders with fastai and PyTorch
Jeremy Howard, Sylvain Gugger
40 in 90d
machine-learningpythonai-ml
10
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13—
Natural Language Processing with Python
Steven Bird
31 in 90d
pythonmachine-learningai-ml
8.3
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14—
Deep Learning with PyTorch
Eli Stevens, Luca Antiga, Thomas Viehmann
30 in 90d
machine-learningpythonai-ml
7.5
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15—
Make Your Own Neural Network
Tariq Rashid
30 in 90d
machine-learningai-ml
5.5
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16—
The AI Advantage
Thomas H. Davenport
70 in 90d
machine-learningai-ml
5.5
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17—
Data Science and Big Data Analytics
EMC Education Services
20 in 90d
data-sciencemachine-learningdata
5
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18—
Machine Learning in Elixir
Sean Moriarity
20 in 90d
elixirmachine-learningai-ml
5
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19—
Hands-On Large Language Models
Jay Alammar, Maarten Grootendorst
21 in 90d
llmmachine-learningai-ml
3.8
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20—
Prompt Engineering for Generative AI
James Phoenix and Mike Taylor
21 in 90d
llmmachine-learningai-ml
3.8
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