Introduction to Machine Learning — Fourth Edition (Hardcover)
Introduction to Machine Learning — Fourth Edition (Hardcover)
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Author
Ethem Alpaydın
ISBN
9780262043793
Publication date
2020-03-24
Binding
Hardcover
About this edition
Ethem Alpaydın's fourth-edition textbook introduces machine learning theory and methods, including deep learning and neural networks.
Introduction to Machine Learning explains how computers can learn from data and experience to solve problems. This fourth edition brings together supervised learning, Bayesian methods, graphical models and reinforcement learning with developments in deep learning.
The book also addresses neural-network training and structure, dimensionality reduction and statistical testing. Exercises support the main chapters, while background appendixes cover linear algebra and optimisation. It is written for advanced undergraduate and graduate study and as a technical reference.
What's included
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Title: Introduction to Machine Learning — Fourth Edition
Authors: Ethem Alpaydın
ISBN: 9780262043793
Publisher: The MIT Press
Binding: Hardcover
Edition: 4
Language: English
Publication date: 2020-03-24
Number of books: 1
Weight (packed): 3.22 pounds
Dimensions (packed): 9.25 x 8.31 x 1.65 inches
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