Название: Machine Learning - A Journey To Deep Learning: With Exercises And Answers
Автор: Andreas Miroslaus Wichert, Luis Sa-couto
Издательство: World Scientific
Год: 2021
Формат: PDF
Страниц: 641
Размер: 20,5 Mb
Язык: English

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.