Book Details


Machine Learning Refined: Foundations, Algorithms, and Applications / Jeremy Watt, Reza Borhani, Aggelos K. Katsaggelos

Publication year: 2020

ISBN: 9781108480727

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Provides students with the fundamental knowledge and practical tools needed to conduct research and build data-driven products. The authors prioritize geometric intuition and algorithmic thinking, and include detail on all the essential mathematical prerequisites, to offer a fresh and accessible way to learn. Practical applications are emphasized, with examples from disciplines including computer vision, natural language processing, economics, neuroscience, recommender systems, physics, and biology.

Subject: Computers and IT, Machine learning, Apprentissage automatique, Maschinelles Lernen