List

Best Machine Learning Books

books

1

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

Aurélien Géron

2

The Hundred-Page Machine Learning Book

The Hundred-Page Machine Learning Book

Andriy Burkov

3

The Elements of Statistical Learning

The Elements of Statistical Learning

Trevor Hastie

Nassim Taleb

1 recs

4

Machine Learning

Machine Learning

Tom M. Mitchell

5

Pattern Recognition and Machine Learning

Pattern Recognition and Machine Learning

Christopher M. Bishop

6

Deep Learning

Deep Learning

Ian Goodfellow

Vinod Khosla

Satya Nadella

Nassim Taleb

4 recs

7

Introduction to Machine Learning with Python

Introduction to Machine Learning with Python

Andreas C. Müller

8

Applied Predictive Modeling

Applied Predictive Modeling

Max Kuhn

9

Artificial Intelligence

Artificial Intelligence

Stuart Russell

10

Data Mining

Data Mining

Ian H. Witten

11

Machine Learning for Absolute Beginners

Machine Learning for Absolute Beginners

Oliver Theobald

12

Machine Learning for Hackers

Machine Learning for Hackers

Drew Conway

13

Natural Language Processing with Python

Natural Language Processing with Python

Steven Bird

14

Python Machine Learning

Python Machine Learning

Sebastian Raschka

15

Speech and Language Processing

Speech and Language Processing

Daniel Jurafsky

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