Machine learning refined

Machine learning refined

: Foundations, algorithms, and applications

by Jeremy Watt, Reza Borhani, Aggelos Katsaggelos
8th September, 2016

£57.33 £60.99 Save 6% | Hardback


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.

Details & Specs

Author: Jeremy Watt Reza Borhani Aggelos Konstantinos Katsaggelos

Publisher: Cambridge University Press

Format: Hardback

ISBN: 9781107123526

Publication Date: 8th September, 2016

Pages: 286

Dimensions: 253 x 179 x 18 mm

Notes: illustrations (colour)

Availability: Not available replaced by new product

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