[Free Ebooks] Machine Learning Refined: Foundations, Algorithms, and Applications PDF

[Download Ebook] Machine Learning Refined: Foundations, Algorithms, and Applications PDF

By Jeremy Watt, Reza Borhani, Aggelos Katsaggelos

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“A real book is not one that we read, but one that reads us.” -W.H. Auden

Synopsis

Providing a unique approach to machine learning, this text contains fresh and intuitive, yet rigorous, descriptions of all fundamental concepts necessary to conduct research, build products, tinker, and play. By prioritizing geometric intuition, algorithmic thinking, and practical real world applications in disciplines including computer vision, natural language processing, economics, neuroscience, recommender systems, physics, and biology, this text provides readers with both a lucid understand...