Machine Learning - A Journey to Deep Learning: With Exercises and Answers - Hardcover

Wichert, Instituto Superior Técnico -- Universidade De Lisboa Portugal & Inesc-Id Portugal Andreas; Sa-Couto, Instituto Superior Técnico -- Universidade De Lisboa Portugal & Inesc-Id Portugal Luis

Hardcover

ISBN 10: 9811234051 ISBN 13: 9789811234057

Publisher: World Scientific Pub Co Inc, 2021

Synopsis

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.Related Link(s);

Edition details

• Publisher: World Scientific Pub Co Inc
• Publication date: 2021
• Language: English
• ISBN 10: 9811234051
• ISBN 13: 9789811234057
• Binding: Hardcover
• Number of pages: 640