Synopsis
This book covers the field of machine learning, which is the study of algorithms that allow computer programs to automatically improve through experience. The book is intended to support upper level undergraduate and introductory level graduate courses in machine learning.
"synopsis" may belong to another edition of this title.
From the Publisher
No other book covers the concepts and techniques from the various fields in a unified fashion.
Covers very recent subjects such as genetic algorithms, reinforcement learning, and inductive logic programming.
Writing style is clear, explanatory and precise.
From the Author
Table of Contents:
1. Introduction
2. Concept Learning and General-to-Specific Ordering
3. Decision Tree Learning
4. Artificial Neural Networks
5. Evaluating Hypotheses
6. Bayesian Learning
7. Computational Learning Theory
8. Instance-Based Learning
9. Genetic Algorithms
10. Learning Sets of Rules
11. Analytical Learning
12. Combining Inductive and Analytical Learning
13. Reinforcement Learning
Includes web-accessible data and code.
"About this title" may belong to another edition of this title.
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Machine Learning (McGraw-Hill International Editions Computer Science Series)
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Machine Learning (McGraw-Hill International Editions Computer Science Series)
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Machine Learning (McGraw-Hill International Editions Computer Science Series)
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Machine Learning (McGraw-Hill International Editions Computer Science Series)
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Machine Learning (McGraw-Hill International Editions Computer Science Series)
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Condition: acceptable. Used - Acceptable: All pages and the cover are intact, but shrink wrap, dust covers, or boxed set case may be missing. Pages may include limited notes, highlighting, or minor water damage but the text is readable. Pages may include limited notes and highlighting, but the text cannot be obscured or unreadable. Any access codes or passwords originally included with the book may be expired, used or no longer valid. Image is stock photo and cover art edition may be different than pictured. Seller Inventory # MERV.0071154671.A
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MACHINE LEARNING (Intl Ed)
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Machine Learning (McGraw-Hill International Editions Computer Science Series)
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Machine Learning: International edition (Informatica)
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Machine Learning
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Machine learning
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Softcover. Condition: Fair. Anmerkungen / bekritzelt / Stempel; Abnutzung / Risse - leicht; Vergilbt / ausgeblichen. This book covers the field of machine learning, which is the study of algorithms that allow computer programs to automatically improve through experience. The book is intended to support upper level undergraduate and introductory level graduate courses in machine learning. Seller Inventory # 155723e9-bff5-4199-9241-a067595da037
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