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This textbook, written by Simon Rogers and Mark Girolami, provides a clear introduction to machine learning for students and professionals. The new edition covers current topics in the field using theoretical and practical approaches. The new edition includes three additional chapters on Markov Chain Monte Carlo, classification and regress...