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Neural Networks with JavaScript Succinctly


James McCaffrey

Neural Networks with JavaScript Succinctly
Free EBook
OVERVIEW

James McCaffrey leads you through the fundamental concepts of neural networks, including their architecture, input-output, tanh and softmax activation, back-propagation, error and accuracy, normalization and encoding, and model interpretation. Although most concepts are relatively simple, there are many of them, and they interact with each other in unobvious ways, which is a major challenge of neural networks. But you can learn all important neural network concepts by running and examining the code in Neural Networks with JavaScript Succinctly, with complete example programs for the three major types of neural network problems.

TABLE OF CONTENTS
  • Getting Started

  • Input and Output

  • Training

  • Overfitting

  • Regression

  • Binary Classification

Author

James McCaffrey

Published on

July 29, 2019

Pages

163

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