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10 bestMachine Learning Textbookof November 2025

112M consumers helped this year.

1

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems, Third Edition (Full Colour Print)

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems, Third Edition (Full Colour Print)

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems, Third Edition (Full Colour Print)

SPD

9.9

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2

Deep Learning (Adaptive Computation and Machine Learning series)

Deep Learning (Adaptive Computation and Machine Learning series)

Deep Learning (Adaptive Computation and Machine Learning series)

MIT Press

9.8

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3

Probabilistic Machine Learning

Probabilistic Machine Learning

Probabilistic Machine Learning

MIT Press

9.6

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4

PROBABILISTIC GRAPHICAL MODELS: PRINCIPLES AND TECHNIQUES (Adaptive Computation and Machine Learning series)

PROBABILISTIC GRAPHICAL MODELS: PRINCIPLES AND TECHNIQUES (Adaptive Computation and Machine Learning series)

PROBABILISTIC GRAPHICAL MODELS: PRINCIPLES AND TECHNIQUES (Adaptive Computation and Machine Learning series)

MIT Press

9.3

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5

Probabilistic Machine Learning: An Introduction (Adaptive Computation and Machine Learning series)

Probabilistic Machine Learning: An Introduction (Adaptive Computation and Machine Learning series)

Probabilistic Machine Learning: An Introduction (Adaptive Computation and Machine Learning series)

MIT Press

9.1

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6

Advances in Financial Machine Learning

Advances in Financial Machine Learning

Advances in Financial Machine Learning

Wiley

8.8

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7

Machine Learning: A Probabilistic Perspective

Machine Learning: A Probabilistic Perspective

Machine Learning: A Probabilistic Perspective

MIT Press

8.5

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8

INTRODUCTION TO MACHINE LEARNING, FOURTH EDITION

INTRODUCTION TO MACHINE LEARNING, FOURTH EDITION

INTRODUCTION TO MACHINE LEARNING, FOURTH EDITION

MIT Press

8.2

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9

Machine Learning System Design Interview: An Insider's Guide (Grayscale Indian Edition)

Machine Learning System Design Interview: An Insider's Guide (Grayscale Indian Edition)

Machine Learning System Design Interview: An Insider's Guide (Grayscale Indian Edition)

SPD

7.9

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10

Probability and Statistics for Machine Learning: A Textbook

Probability and Statistics for Machine Learning: A Textbook

Probability and Statistics for Machine Learning: A Textbook

Springer

7.6

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