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Books like Data Mining and Machine Learning by Mohammed Zaki


First publish date: 2020
Authors: Mohammed Zaki
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Data Mining and Machine Learning by Mohammed Zaki

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Books similar to Data Mining and Machine Learning (8 similar books)

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📘 The Elements of Statistical Learning
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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 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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📘 Data Mining and Analysis
 by Mohammed J. Zaki


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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 11725308|Mohssen Mohammed book cover

📘 Machine Learning
 by Mohssen Mohammed


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Data Mining by 6961516|Richard Roiger book cover

📘 Data Mining
 by Richard Roiger


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Data Mining by 7109400|Nong Ye book cover

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

📘 Bayesian reasoning and machine learning
 by David Barber

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

Pattern Recognition and Machine Learning by Christopher Bishop
Machine Learning: A Probabilistic Perspective by Kevin P. Murphy
Data Mining: Concepts and Techniques by Jiawei Han, Micheline Kamber, Jian Pei
Machine Learning Yearning by Andrew Ng
Data Mining and Analysis: Fundamental Concepts and Algorithms by Mohammed Zaki, Wagner Meira Jr.

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