Angular and Machine Learning Pocket Primer - Pocket Primer

Angular and Machine Learning Pocket Primer

Angular and Machine Learning Pocket Primer - Pocket Primer

Paperback
Published: 25 April, 2020
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Description

The first three chapters of this book contain a short tour of basic Angular functionality, such as UI components and forms in Angular applications. The fourth chapter introduces you to machine learning concepts, such as supervised and unsupervised learning, followed by major types of machine learning algorithms (regression, classification, and clustering), along with a section regarding linear regression. The fifth chapter is devoted to classification algorithms, such as kNN, Naive Bayes, decision trees, random forests, and SVM (Support Vector Machines). The sixth chapter introduces basic TensorFlow concepts, followed by tensorflowjs (i.e., TensorFlow in modern browsers), and some examples of Angular applications combined with machine learning. In addition, this book contains an appendix for deep learning.
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More Details

Type Book
ISBN13 9781683924708
ISBN10 1683924703
Number Of Pages 262
Item Weight 399 g
Publisher / Reseller Mercury Learning & Information
Format Paperback
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