Machine Learning

A Probabilistic Perspective

Recommended by Kirk Borne, and 1 others. See all reviews

Ranked #5 in Machine Learning, Ranked #17 in Deep Learningsee more rankings.

A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach.

Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, probabilistic approach.

The coverage combines breadth and depth, offering...

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Kirk Borne [Book] #MachineLearning — a Probabilistic Perspective: ———— #BigData #Statistics #DataScience #DeepLearning #AI #Algorithms #StatisticalLiteracy #Mathematics #abdsc ——— ⬇Get this brilliant 1100-page 28-chapter highly-rated book: (Source)

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