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Machine learning : a probabilistic perspective
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Machine learning : a probabilistic perspective

by Kevin P. Murphy

This textbook provides a comprehensive introduction to machine learning using a unified probabilistic approach. It covers foundational theory and recent developments such as deep learning, featuring colour illustrations, pseudo-code, and diverse application examples.

Accession 14162 ISBN 9780262018029 Publisher MIT Press
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TAGS
Curated Derived
Computer Science Economics Mathematics Psychology Science Statistics
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LOCATION HISTORY
M:N3:7 3 Current vertical 1.00 conf
2 weeks, 2 days ago
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Kevin P. Murphy
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Science, Mathematics, Probabilities, Statistics, Machine learning, Artificial intelligence, Cognitive science, Sampling (Statistics), Bayesian statistical decision theory, Statistical decision, Statistical matching
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