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Introduction to CNTK (Microsoft Cognitive Toolkit) Succinctly
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  • Title Introduction to CNTK (Microsoft Cognitive Toolkit) Succinctly
  • Author(s) James McCaffrey
  • Publisher: Syncfusion Inc. (April 9, 2018)
  • Paperback N/A
  • eBook HTML, PDF (124 pages), ePub, and Mobi (Kindle)
  • Language: English
  • ASIN: N/A
  • ISBN-13: N/A
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Book Description

Microsoft Cognitive Toolkit is a very popular and recently open sourced deep learning toolkit by Microsoft. Cognitive Toolkit is used to train fast and effective deep learning models. This book will be a quick introduction to using Cognitive Toolkit and will teach you how to train and validate different types of neural networks, such as convolutional and recurrent neural networks.

It 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.

  • Getting Started
  • Logistic Regression
  • Fundamental Concepts
  • Neural Network Classifications
  • Neural Binary Classification
  • Neural Network Regression
  • LSTM Time Series Regression
About the Authors
  • N/A
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