Machine Learning

Our goal: Find the Machine Learning according to the internet (not just one random person's opinion).

Here's what we did:

Type "Machine Learning" into our search engine and study the top 4+ pages.
Add only the books mentioned 2+ times.
Rank the results neatly for you here! 😊 (It was a lot of work. But hey! That's why we're here, right?)

(Updated 2024)

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Last Updated: Monday 1 Jan, 2024

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
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

Josh Patterson
7

Introduction to Machine Learning with Python

Introduction to Machine Learning with Python

Andreas C. Müller
8

Python Machine Learning

Python Machine Learning

Sebastian Raschka
9

Artificial Intelligence

Artificial Intelligence

Stuart Russell
10

Applied Predictive Modeling

Applied Predictive Modeling

Max Kuhn
11

Natural Language Processing with Python

Natural Language Processing with Python

Steven Bird
12

Machine Learning for Absolute Beginners

Machine Learning for Absolute Beginners

Oliver Theobald
13

Data Mining

Data Mining

Jiawei Han
14

Speech and Language Processing

Speech and Language Processing

Daniel Jurafsky
15

Machine Learning for Hackers

Machine Learning for Hackers

Drew Conway

1. 8 Best Books in Machine Learning to Read in 2021
8 Best Books in Machine Learning to Read in 2021

2. 10 Best ML Textbooks that All Data Scientists Should Read | iMerit
10 Best ML Textbooks that All Data Scientists Should Read | iMerit

3. 10 Best Machine Learning Textbooks that All Data Scientists Should Read - KDnuggets
10 Best Machine Learning Textbooks that All Data Scientists Should Read - KDnuggets

4. Best Machine Learning Books — Free and Paid — Editorial Recommendations for 2022 | Towards AI
Best Machine Learning Books — Free and Paid — Editorial Recommendations for 2022 | Towards AI

5. 20 Best Machine Learning Books for Beginner & Experts in 2022
20 Best Machine Learning Books for Beginner & Experts in 2022

WISDOM

SHELF

Machine Learning

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

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

The Hundred-Page Machine Learning Book

The Hundred-Page Machine Learning Book

The Elements of Statistical Learning

The Elements of Statistical Learning

Machine Learning

Machine Learning

Pattern Recognition and Machine Learning

Pattern Recognition and Machine Learning

Deep Learning

Deep Learning

Introduction to Machine Learning with Python

Introduction to Machine Learning with Python

Python Machine Learning

Python Machine Learning

Artificial Intelligence

Artificial Intelligence

Applied Predictive Modeling

Applied Predictive Modeling

Natural Language Processing with Python

Natural Language Processing with Python

Machine Learning for Absolute Beginners

Machine Learning for Absolute Beginners

Data Mining

Data Mining

Speech and Language Processing

Speech and Language Processing

Machine Learning for Hackers

Machine Learning for Hackers

WISDOM

SHELF

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