Machine Learning - a Journey to Deep Learning: With Exercises and Answers

Wichert, Andreas/ Couto, Luis Sa-couto

ISBN 10: 9811234051 / ISBN 13: 9789811234057

Published by World Scientific Pub Co Inc, 2021

About this Item

624 pages. 9.00x6.00x1.35 inches. In Stock.

Seller Inventory # x-9811234051

Bibliographic Details

• Title: Machine Learning - a Journey to Deep Learning: With Exercises and Answers
• Publisher: World Scientific Pub Co Inc
• Publication Date: 2021
• Language: English
• ISBN 10: 9811234051
• ISBN 13: 9789811234057
• Binding: Hardcover
• Condition: Brand New
• Weight: 1.06 kilograms

About this title

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.