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, Luis Sa-Couto
Publisher
World Scientific Pub Co Inc
Language
English
Year
2021
Page
624
ISBN
9811234051,9789811234057
File Type
pdf
File Size
142.2 MiB

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)

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