Machine Learning - A Journey To Deep Learning: With Exercises And Answers
Author | : Andreas Miroslaus Wichert |
Publisher | : World Scientific |
Total Pages | : 641 |
Release | : 2021-01-26 |
ISBN-10 | : 9789811234071 |
ISBN-13 | : 9811234078 |
Rating | : 4/5 (078 Downloads) |
Download or read book Machine Learning - A Journey To Deep Learning: With Exercises And Answers written by Andreas Miroslaus Wichert and published by World Scientific. This book was released on 2021-01-26 with total page 641 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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)