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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

Product type Paperback

Published in Mar 2017

Publisher Packt

ISBN-13 9781786467843

Length 372 pages

Edition 1st Edition

Languages

C#

Tools

Microsoft Cognitive Services

Concepts

Artificial Intelligence

Author (1):

Leif Larsen Henning Larsen

View More author details

Table of Contents (14) Chapters

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

LUIS pre-built entities

1. Appendix B. Additional Information on Linguistic Analysis

Phrase types

2. Appendix C. License Information

Chapter 6. Understanding Text

The previous chapter covered the Speech APIs. Throughout this chapter, we will look closer at more Language APIs. We will learn how to use spellcheck features. Moving on, we will see how to use web language models to generate and find the next word and sequences. We will then discover how to detect languages, key phrases, and sentiment in text. Finally, we will look briefly into linguistic analysis. Doing so will teach us how to explore the structure of text, discovering nouns, verbs, and more.

By the end of this chapter, we will have covered the following topics:

Checking spelling and recognizing slang and informal language, common names, homonyms, and brands
Breaking words, such as hashtags and URLs, into several words
Finding the likelihood of a sequence of words appearing together, or a sequence appearing after a given word
Detecting language, key phrases, and sentiment in text
Executing linguistic analysis of text

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Authors (1)

Leif Larsen Henning Larsen

Leif Larsen Henning Larsen

Leif Larsen is a software engineer based in Norway. After earning a degree in computer engineering, he went on to work with the design and configuration of industrial control systems, for the most part, in the oil and gas industry. Over the last few years, he has worked as a developer, developing and maintaining geographical information systems, working with .NET technology. Today, he is working with a start-up, developing a brand new SaaS product. In his spare time, he develops mobile apps and explores new technologies to keep up with the high-paced tech world. You can find out more about him by checking out his blog, "Leif Larsen", and following him on Twitter (@leif_larsen) and LinkedIn (lhlarsen).

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