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Machine Learning — A Journey to Deep Learning : with Exercises and Answers - Andreas Wichert

Machine Learning — A Journey to Deep Learning

with Exercises and Answers

By: Andreas Wichert, Luis Sa-Couto

eText | 26 January 2021

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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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