Books like Machine learning by Thomas Mitchell


First publish date: 1997
Authors: Thomas Mitchell
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Machine learning by Thomas Mitchell

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Books similar to Machine learning (13 similar books)

The Elements of Statistical Learning by 12158869|Trevor Hastie book cover

πŸ“˜ The Elements of Statistical Learning

The Elements of Statistical Learning explains key statistical methods that underlie modern machine learning, data mining, and bioinformatics, covering supervised and unsupervised learning techniques such as classification trees, neural networks, and support vector machines.

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Deep Learning by 11775475|Ian Goodfellow book cover

πŸ“˜ Deep Learning

Deep Learning is a comprehensive textbook that equips students and practitioners with the foundational knowledge and practical skills needed to enter the fields of machine learning and deep learning.

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Machine learning by 4295122|Ethem Alpaydin book cover

πŸ“˜ Machine learning

A clear, concise guide to the fundamentals of machine learning, the branch of artificial intelligence that designs computer programs capable of learning from data and underpinning modern technologies like recommendation systems, face‑recognition, and autonomous vehicles.

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Understanding Machine Learning by 11775472|Shai Shalev-Shwartz book cover

πŸ“˜ Understanding Machine Learning


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Machine Learning by 8191388|Tom M. Mitchell book cover

πŸ“˜ Machine Learning


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Artificial Intelligence and Machine Learning by 9839177|Vinod Chandra book cover

πŸ“˜ Artificial Intelligence and Machine Learning


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Learning From Data by 11905788|Yaser S. Abu-Mostafa book cover

πŸ“˜ Learning From Data


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Pattern Recognition and Machine Learning by 8824929|Christopher M. Bishop book cover

πŸ“˜ Pattern Recognition and Machine Learning


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Machine Learning by 7347635|Jason Bell book cover

πŸ“˜ Machine Learning
 by Jason Bell


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An Introduction to Statistical Learning by 7184749|Gareth James book cover

πŸ“˜ An Introduction to Statistical Learning

An Introduction to Statistical Learning offers a practitioner‑friendly guide to modern statistical learning methods, including linear regression, classification, resampling, shrinkage, tree‑based models, SVMs, and clustering, with R tutorials and real‑world examples.

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Machine learning by 7248234|Ryszard S. Michalski book cover

πŸ“˜ Machine learning


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Machine learning by 8094648|Stephen Marsland book cover

πŸ“˜ Machine learning


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Bayesian reasoning and machine learning by 11367792|David Barber book cover

πŸ“˜ Bayesian reasoning and machine learning

A practical guide to Bayesian methods in machine learning, tailored for undergraduates and graduate students with modest math backgrounds.

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Some Other Similar Books

Machine Learning: A Probabilistic Perspective by Kevin P. Murphy
Data Mining: Concepts and Techniques by Jiawei Han, Micheline Kamber, Jian Pei
Reinforcement Learning: An Introduction by Richard S. Sutton, Andrew G. Barto

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