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Learning Microsoft Cognitive Services

You're reading from   Learning Microsoft Cognitive Services Use Cognitive Services APIs to add AI capabilities to your applications

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Product type Paperback
Published in Sep 2018
Publisher Packt
ISBN-13 9781789800616
Length 312 pages
Edition 3rd 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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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. Speaking with Your Application 6. Understanding Text 7. Building Recommendation Systems for Businesses 8. Querying Structured Data in a Natural Way 9. Adding Specialized Searches 10. Connecting the Pieces A. LUIS Entities B. License Information Index

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 that the model has some utterances to work with. Until now, we have added one utterance per intent. 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 some new utterances, we need to train the model. Doing so will make LUIS develop code to recognize the relevant entities and intents in the future. This process is done periodically; however, it is wise to do it whenever you have made changes, before publication. This can be done by clicking Train in the top menu.

To test the application, you can simply enter test sentences in the Interactive Testing tab. This will show you how any given sentence is labeled...

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