Machine Learning Books to Get Started
Intent 23 books
23 Machine Learning books to help you get the big picture. Great starting points — including Artificial Intelligence: A Guide... and Deep Learning with Python.
Rankings
1—
Artificial Intelligence: A Guide for Thinking Humans
Melanie Mitchell
91 in 90d
machine-learningai-ml
21.3
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2—
Deep Learning with Python
Francois Chollet
90 in 90d
machine-learningpythonai-ml
20.5
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3—
The Hundred-Page Machine Learning Book
Andriy Burkov
60 in 90d
machine-learningai-ml
15
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4—
Practical Statistics for Data Scientists: 50 Essential Concepts
Peter Bruce, Andrew Bruce
60 in 90d
data-sciencemachine-learningdata
15
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5—
The Singularity Is Near
Ray Kurzweil
50 in 90d
machine-learningai-ml
12.5
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6—
AI Superpowers
Kai-Fu Lee
50 in 90d
machine-learningai-ml
10.5
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7—
Data Science for Business
Foster Provost and Tom Fawcett
40 in 90d
data-sciencemachine-learningdata
10
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8—
Deep Learning for Coders with fastai and PyTorch
Jeremy Howard, Sylvain Gugger
40 in 90d
machine-learningpythonai-ml
10
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9—
Machine Learning for Absolute Beginners
Oliver Theobald
31 in 90d
machine-learningai-ml
8.3
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10—
Natural Language Processing with Python
Steven Bird
31 in 90d
pythonmachine-learningai-ml
8.3
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11—
The AI Advantage
Thomas H. Davenport
70 in 90d
machine-learningai-ml
5.5
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12—
Our Final Invention
James Barrat
20 in 90d
machine-learningai-ml
5
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13—
Data Science and Big Data Analytics
EMC Education Services
20 in 90d
data-sciencemachine-learningdata
5
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14—
Deep Thinking
Garry Kasparov
20 in 90d
machine-learningai-mlbackend
5
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15—
Machine Learning in Elixir
Sean Moriarity
20 in 90d
elixirmachine-learningai-ml
5
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16—
Automating Inequality
Virginia Eubanks
20 in 90d
data-sciencemachine-learningdata
5
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17—
The Master Algorithm
Pedro Domingos
20 in 90d
machine-learningai-mldata
5
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18—
Prompt Engineering for Generative AI
James Phoenix and Mike Taylor
21 in 90d
llmmachine-learningai-ml
3.8
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19—
Hands-on Artificial Intelligence for Blockchain
Ganesh Prasad Kumble, Anantha Krishnan
20 in 90d
machine-learningai-mlbackend
3
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20—
A Human's Guide to Machine Intelligence
Kartik Hosanagar
20 in 90d
machine-learningai-ml
3
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