Introduction to CNTK (Microsoft Cognitive Toolkit) Succinctly

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 StartedLogistic RegressionFundamental ConceptsNeural Network ClassificationsNeural Binary ClassificationNeural Network RegressionLSTM Time Series Regression