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Machine learning All Time Best All Time Best Trending New By Book DNA List by Experts

Machine learning

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The best machine learning books of the 2020s

The books our community loved the most.

2020

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Stolen Focus: Why You Can't Pay Attention—and How to Think Deeply Again
Loved by 9 people

Stolen Focus

By Johann Hari ,

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AI 2041: Ten Visions for Our Future
Loved by 5 people

AI 2041

By Kai-Fu Lee , Chen Qiufan ,

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Computer Age Statistical Inference, Algorithms, Evidence, and Data Science
Loved by 3 people

Computer Age Statistical Inference, Algorithms, Evidence, and Data Science

By Bradley Efron , Trevor Hastie ,

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The Alignment Problem: Machine Learning and Human Values
Loved by 3 people

The Alignment Problem

By Brian Christian ,

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Introduction to Algorithms
Loved by 3 people

Introduction to Algorithms

By Thomas H. Cormen , Charles E. Leiserson , Ronald L. Rivest , Clifford Stein

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Explaining Humans: What Science Can Teach Us About Life, Love and Relationships
Loved by 2 people

Explaining Humans

By Camilla Pang ,

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Deep Learning with Python
Loved by 2 people

Deep Learning with Python

By Francois Chollet ,

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Deep Learning for Coders with Fastai and Pytorch: AI Applications Without a PhD
Loved by 2 people

Deep Learning for Coders with Fastai and Pytorch

By Jeremy Howard , Sylvain Gugger ,

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Artificial Intelligence: A Modern Approach
Loved by 2 people

Artificial Intelligence

By Stuart Russell , Peter Norvig ,

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Linear Algebra: Theory, Intuition, Code
Loved by 1 person

Linear Algebra

By Mike X Cohen ,

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How We Learn: Why Brains Learn Better Than Any Machine . . . for Now
Loved by 1 person

How We Learn

By Stanislas Dehaene ,

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Cleaning Data for Effective Data Science: Doing the other 80% of the work with Python, R, and command-line tools
Loved by 1 person

Cleaning Data for Effective Data Science

By David Mertz ,

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Practical Natural Language Processing: A Comprehensive Guide to Building Real-World NLP Systems
Loved by 1 person

Practical Natural Language Processing

By Sowmya Vajjala , Bodhisattwa Majumder , Anuj Gupta

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Advanced Methods and Deep Learning in Computer Vision
Loved by 1 person

Advanced Methods and Deep Learning in Computer Vision

By E.R. Davies (editor) , Matthew Turk (editor) ,

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Mathematics for Machine Learning
Loved by 1 person

Mathematics for Machine Learning

By Marc Peter Deisenroth , A. Aldo Faisal , Cheng Soon Ong

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Fundamentals of Machine Learning for Predictive Data Analytics, Second Edition: Algorithms, Worked Examples, and Case Studies
Loved by 1 person

Fundamentals of Machine Learning for Predictive Data Analytics, Second Edition

By John D. Kelleher , Brian Mac Namee , Aoife D'Arcy

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Discriminating Data: Correlation, Neighborhoods, and the New Politics of Recognition
Loved by 1 person

Discriminating Data

By Wendy Hui Kyong Chun , Alex Barnett (illustrator) ,

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Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow 3e: Concepts, Tools, and Techniques to Build Intelligent Systems
Loved by 1 person

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow 3e

By Géron Aurélien ,

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Genius Makers: The Mavericks Who Brought AI to Google, Facebook, and the World
Loved by 1 person

Genius Makers

By Cade Metz ,

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Understanding Deep Learning
Loved by 1 person

Understanding Deep Learning

By Simon J.D. Prince ,

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Probabilistic Machine Learning: An Introduction
Loved by 1 person

Probabilistic Machine Learning

By Kevin P. Murphy ,

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Dive into Deep Learning
Loved by 1 person

Dive into Deep Learning

By Aston Zhang , Zachary C. Lipton , Mu Li , Alexander J. Smola

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The Shortcut: Why Intelligent Machines Do Not Think Like Us
Loved by 1 person

The Shortcut

By Nello Cristianini ,

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Foundations of Deep Reinforcement Learning: Theory and Practice in Python
Loved by 1 person

Foundations of Deep Reinforcement Learning

By Laura Graesser , Wah Loon Keng ,

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From Deep Learning to Rational Machines: What the History of Philosophy Can Teach Us about the Future of Artificial Intelligence
Loved by 1 person

From Deep Learning to Rational Machines

By Cameron J. Buckner ,

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The Average is Always Wrong
Loved by 1 person

The Average is Always Wrong

By Ian Shepherd ,

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