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Books like Introduction to Machine Learning by Ethem Alpaydin


First publish date: 2009
Genre: Technology & Computing/Artificial Intelligence
Authors: Ethem Alpaydin
★ ★ ★ ★ ★ 5.0 (1 community ratings)

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Introduction to Machine Learning by Ethem Alpaydin

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Books similar to Introduction to Machine Learning (14 similar books)

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.

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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.

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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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Foundations of machine learning by 11490216|Mehryar Mohri book cover

📘 Foundations of machine learning
 by Mehryar Mohri


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Machine learning by 9713187|European Conference on Machine Learning (12th 2001 Freiburg, Germany) book cover

📘 Machine learning
 by European Conference on Machine Learning (12th 2001 Freiburg, Germany)


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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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Probability for statistics and machine learning by 9438178|Anirban DasGupta book cover

📘 Probability for statistics and machine learning
 by Anirban DasGupta

A comprehensive guide to probability theory with applications in statistics and machine learning, suitable for graduate students and professionals alike.

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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 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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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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Machine Learning, Revised and Updated Edition by 4295122|Ethem Alpaydin book cover

📘 Machine Learning, Revised and Updated Edition
 by Ethem Alpaydin

A concise overview of how computer programs learn from data and the implications of those learnings.

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Books like Machine Learning, Revised and Updated Edition
First Course in Machine Learning by 7440799|Simon Rogers book cover

📘 First Course in Machine Learning
 by Simon Rogers


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Machine-Learning Basics for Beginners : Machine Learning Methods by 684469|Valentin Cholewa book cover

📘 Machine-Learning Basics for Beginners : Machine Learning Methods
 by Valentin Cholewa


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Machine Learning for Beginners by 13945827|Travis Goleman book cover

📘 Machine Learning for Beginners
 by Travis Goleman


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Some Other Similar Books

Machine Learning: A Probabilistic Perspective by Kevin P. Murphy
Understanding Machine Learning: From Theory to Algorithms by Shai Shalev-Shwartz, SHAI SHALVO
Machine Learning Yearning by Andrew Ng
Probabilistic Graphical Models: Principles and Techniques by Daphne Koller, Nir Friedman
Reinforcement Learning: An Introduction by Richard S. Sutton, Andrew G. Barto
Data Mining: Practical Machine Learning Tools and Techniques by Ian H. Witten, Eibe Frank, Mark A. Hall

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