Machine Learning – A Journey to Deep Learning: With Exercises and Answers

Machine Learning: A Journey to Deep Learning with Exercises and Answers
Author: Andreas Wichert and Luis Sa-Couto
Publisher finelybook 出版社: World Scientific Publishing Co (28 Feb. 2021)
Language: English
Hardcover 页数: 640 pages
ISBN-10: 9811234051
ISBN-13: 9789811234057
Book Description
This unique compendium discusses some core ideas for the development and implementation of machine learning from three different perspectives — the statistical perspective, the artificial neural network perspective and the deep learning methodology.The useful reference text represents a solid foundation in machine learning and should prepare readers to apply and understand machine learning algorithms as well as to invent new machine learning methods. It tells a story outgoing from a perceptron to deep learning highlighted with concrete examples, including exercises and answers for the students.