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Learning Microsoft Cognitive Services

You're reading from   Learning Microsoft Cognitive Services Create intelligent apps with vision, speech, language, and knowledge capabilities using Microsoft Cognitive Services

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Product type Paperback
Published in Mar 2017
Publisher Packt
ISBN-13 9781786467843
Length 372 pages
Edition 1st Edition
Languages
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Author (1):
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Leif Larsen Henning Larsen Leif Larsen Henning Larsen
Author Profile Icon Leif Larsen Henning Larsen
Leif Larsen Henning Larsen
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Toc

Table of Contents (14) Chapters Close

Preface 1. Getting Started with Microsoft Cognitive Services FREE CHAPTER 2. Analyzing Images to Recognize a Face 3. Analyzing Videos 4. Letting Applications Understand Commands 5. Speak with Your Application 6. Understanding Text 7. Extending Knowledge Based on Context 8. Querying Structured Data in a Natural Way 9. Adding Specialized Searches 10. Connecting the Pieces Appendix A. LUIS Entities and Intents 1. Appendix B. Additional Information on Linguistic Analysis 2. Appendix C. License Information

Training a model


Now that we have a working model, it is time to put it into action.

Training and publishing the model

The first step to using the model is to make sure the model has some utterances to work with. As we have seen, we have added one utterance per intent for now. Before we deploy the application, we need more.

Think of three to four different ways to set or get the room temperature and add them, specifying the entities and intents. Also add a couple of utterances that fall into the None intent, just for reference.

When we have added new utterances, we need to train the model. Doing so will make LUIS develop code to recognize relevant entities and intents in the future. This process is done periodically; however, it is wise to do it when you have made changes, before publication. This can be done by clicking on the Train button, in the bottom-left corner of the screen.

With the training completed, we can now publish the application. This will deploy the models to an HTTP endpoint...

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