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Machine Learning

by Tom Mitchell · 1997 · 414 pages

Andrew Ng
Andrew Ng
Recommended by 1 elite

Recommended by 1 Elite

Andrew Ng

About This Book

This textbook provides a foundational introduction to the field of machine learning, focusing on algorithms that allow computer programs to automatically improve through experience. It covers key concepts and techniques including decision tree learning, neural networks, and reinforcement learning while balancing theoretical foundations with practical applications.

Genres

Psychology & BehaviorPhilosophyScience & Technology

Topics

Artificial IntelligenceBayesian LearningDecision MakingMachine LearningNeural NetworksReinforcement LearningStatistics

Book Details

Published

1997

Pages

414

Language

en

ISBN

9780070428072

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