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Books like Machine Learning by Sergios Theodoridis


First publish date: 2015
Authors: Sergios Theodoridis
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Machine Learning by Sergios Theodoridis

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Books similar to Machine Learning (10 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
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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.

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Deep Learning by 11775475|Ian Goodfellow book cover

📘 Deep Learning
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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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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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Advances in Electronics and Electron Physics (Advances in Imaging and Electron Physics) by 6937486|Peter W. Hawkes book cover

📘 Advances in Electronics and Electron Physics (Advances in Imaging and Electron Physics)
 by Peter W. Hawkes


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Introduction to Machine Learning by 4295122|Ethem Alpaydin book cover

📘 Introduction to Machine Learning
 by Ethem Alpaydin


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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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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, 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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Some Other Similar Books

Machine Learning: A Probabilistic Perspective by Kevin P. Murphy
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