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Books like Machine Learning by Jason Bell


First publish date: 2014
Authors: Jason Bell
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Machine Learning by Jason Bell

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Books similar to Machine Learning (12 similar books)

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow by 8245430|Aurélien Géron book cover

📘 Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
 by Aurélien Géron

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow teaches practitioners to build intelligent systems with Python, covering core machine learning, deep learning, and TensorFlow 2 tools.

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

📘 The Elements of Statistical Learning
 by Trevor Hastie

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.

★★★★★★★★★★ 4.3 (3 ratings)
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Deep Learning by 11775475|Ian Goodfellow book cover

📘 Deep Learning
 by Ian Goodfellow

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.

★★★★★★★★★★ 3.7 (3 ratings)
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Machine learning by 4295122|Ethem Alpaydin book cover

📘 Machine learning
 by Ethem Alpaydin

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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Books like Machine learning
Machine Learning by 8191388|Tom M. Mitchell book cover

📘 Machine Learning
 by Tom M. Mitchell


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

📘 Pattern Recognition and Machine Learning
 by Christopher M. Bishop


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Machine learning by 11625846|Peter A. Flach book cover

📘 Machine learning
 by Peter A. Flach

A comprehensive textbook on machine learning that combines state‑of‑the‑art methods with hundreds of worked examples and clear explanations for both novices and experienced readers.

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Books like Machine learning
An Introduction to Statistical Learning by 7184749|Gareth James book cover

📘 An Introduction to Statistical Learning
 by Gareth James

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 11485779|Kevin P. Murphy book cover

📘 Machine learning
 by Kevin P. Murphy

A comprehensive introduction to machine learning, combining breadth and depth, and written in an informal, accessible style with pseudo-code for algorithms.

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Books like Machine learning
Machine learning by 7248234|Ryszard S. Michalski book cover

📘 Machine learning
 by Ryszard S. Michalski


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Machine learning by 2967587|Thomas Mitchell book cover

📘 Machine learning
 by Thomas Mitchell


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Bioinformatics by 8328148|Pierre Baldi book cover

📘 Bioinformatics
 by Pierre Baldi

Pierre Baldi and Soren Brunak present the key machine learning approaches and apply them to the computational problems encountered in the analysis of biological data. The book is aimed at two types of researchers and students. First are the biologists and biochemists who need to understand new data-driven algorithms, such as neural networks and hidden Markov models, in the context of biological sequences and their molecular structure and function. Second are those with a primary background in physics, mathematics, statistics, or computer science who need to know more about specific applications in molecular biology.

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Some Other Similar Books

Machine Learning: A Probabilistic Perspective by Kevin P. Murphy
Machine Learning Yearning by Andrew Ng
Data Mining: Concepts and Techniques by Jiawei Han, Micheline Kamber, Jian Pei
Artificial Intelligence: A Modern Approach by Stuart Russell, Peter Norvig

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