Machine Learning Refined: Foundations, Algorithms, and Applications / Jeremy Watt, Reza Borhani, Aggelos K. Katsaggelos
Publication year: 2020
ISBN: 9781108480727
Internet Resource: Please Login to download book
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
