Machine Learning Refined

Foundations, Algorithms, and Applications

Nonfiction, Science & Nature, Technology, Engineering, Mathematics, Computers, General Computing
Cover of the book Machine Learning Refined by Jeremy Watt, Reza Borhani, Aggelos K. Katsaggelos, Cambridge University Press
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Jeremy Watt, Reza Borhani, Aggelos K. Katsaggelos ISBN: 9781316557631
Publisher: Cambridge University Press Publication: September 8, 2016
Imprint: Cambridge University Press Language: English
Author: Jeremy Watt, Reza Borhani, Aggelos K. Katsaggelos
ISBN: 9781316557631
Publisher: Cambridge University Press
Publication: September 8, 2016
Imprint: Cambridge University Press
Language: English

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 understanding of foundational material as well as the practical tools needed to solve real-world problems. With in-depth Python and MATLAB/OCTAVE-based computational exercises and a complete treatment of cutting edge numerical optimization techniques, this is an essential resource for students and an ideal reference for researchers and practitioners working in machine learning, computer science, electrical engineering, signal processing, and numerical optimization.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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 understanding of foundational material as well as the practical tools needed to solve real-world problems. With in-depth Python and MATLAB/OCTAVE-based computational exercises and a complete treatment of cutting edge numerical optimization techniques, this is an essential resource for students and an ideal reference for researchers and practitioners working in machine learning, computer science, electrical engineering, signal processing, and numerical optimization.

More books from Cambridge University Press

Cover of the book Classical Literature on Screen by Jeremy Watt, Reza Borhani, Aggelos K. Katsaggelos
Cover of the book The Cambridge Companion to Carnap by Jeremy Watt, Reza Borhani, Aggelos K. Katsaggelos
Cover of the book The Cambridge History of Medieval Philosophy by Jeremy Watt, Reza Borhani, Aggelos K. Katsaggelos
Cover of the book Sacred Species and Sites by Jeremy Watt, Reza Borhani, Aggelos K. Katsaggelos
Cover of the book Theory of Reflectance and Emittance Spectroscopy by Jeremy Watt, Reza Borhani, Aggelos K. Katsaggelos
Cover of the book The Statehood of Palestine by Jeremy Watt, Reza Borhani, Aggelos K. Katsaggelos
Cover of the book Principles of Continuum Mechanics by Jeremy Watt, Reza Borhani, Aggelos K. Katsaggelos
Cover of the book The Challenge of Rousseau by Jeremy Watt, Reza Borhani, Aggelos K. Katsaggelos
Cover of the book Protean Power by Jeremy Watt, Reza Borhani, Aggelos K. Katsaggelos
Cover of the book Ne Bis in Idem in EU Law by Jeremy Watt, Reza Borhani, Aggelos K. Katsaggelos
Cover of the book From Economic Man to Economic System by Jeremy Watt, Reza Borhani, Aggelos K. Katsaggelos
Cover of the book The Role of Biotechnology in a Sustainable Food Supply by Jeremy Watt, Reza Borhani, Aggelos K. Katsaggelos
Cover of the book Quantum Field Theory by Jeremy Watt, Reza Borhani, Aggelos K. Katsaggelos
Cover of the book Author and Audience in Vitruvius' De architectura by Jeremy Watt, Reza Borhani, Aggelos K. Katsaggelos
Cover of the book Asian Slaves in Colonial Mexico by Jeremy Watt, Reza Borhani, Aggelos K. Katsaggelos
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy