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Introduction to CNTK Succinctly


James McCaffrey

CNTK Succinctly Free eBook
Free EBook
OVERVIEW

Microsoft CNTK (Cognitive Toolkit, formerly Computational Network Toolkit), an open source code framework, enables you to create feed-forward neural network time series prediction systems, convolutional neural network image classifiers, and other deep learning systems. In Introduction to CNTK Succinctly, author James McCaffrey offers instruction on the basics of installing and running CNTK, and also addresses machine-learning regression and classification techniques. Exercises and explanations are included in each chapter.

TABLE OF CONTENTS
  • Getting Started

  • Logistic Regression

  • Fundamental Concepts

  • Neural Network Classifications

  • Neural Binary Classification

  • Neural Network Regression

  • LSTM Time Series Regression

Author

James McCaffrey

Published on

April 9, 2018

Pages

124

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