Pattern Recognition and Machine Learning - Book by Christopher M. Bishop

Name: Pattern Recognition and Machine Learning
Author: Christopher M. Bishop

Bishop’s seminal book provides a thorough introduction to statistical pattern recognition and machine learning, focusing on probabilistic models and inference techniques. It combines theory with practical examples, covering topics like Bayesian networks, support vector machines, and neural networks.

Textbooks

Amazon

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