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Learning Microsoft Cognitive Services for Developers

via LinkedIn Learning

Overview

Get started with Microsoft Cognitive Services, and discover how to embed AI in your applications to enable those apps to see, speak, understand, and interpret the needs of your users.

The Microsoft Cognitive Services APIs allow developers to embed AI in their applications to enable those apps to see, speak, understand, and interpret the needs of users. In this course, get started with Microsoft Cognitive Services, and discover how to work with the Vision, Speech, and Language APIs. Learn how the Vision API can recognize the details of a submitted image, how to add the necessary code to target the speech-to-text functionality of the Speech API, how to write code specific to the Bing Spell Check API—which helps users type with greater accuracy—and more. Upon completing this course, you'll have the skills and knowledge you need to leverage intelligent algorithms that can add value to your apps.

Syllabus

Introduction
  • Welcome
  • What you should know
  • Using the exercise files
1. The Vision API
  • Introduction to the Vision API
  • Register your API
  • Basic project structure
  • Add TypeScript support
  • Add debugging support
  • Read image from disk
  • Submit an image to the Vision API
  • Analyze images
  • Recognize landmarks and celebrities
  • Recognize faces
2. The Speech API
  • Introduction to the Speech API
  • Set up your project
  • Provision the Speech API in Azure
  • Write speech-to-text code
  • Run speech to text
  • Authenticate against the speech
  • Write the text-to-speech code
  • Run text to speech
3. The Language API
  • Introduction to the Language API
  • Register Bing Spell Check in Azure
  • Set up the project for the Bing Spell Check API
  • Write code to target the Bing Spell Check API
  • Demo: Spell Check API
  • Register the Translator Text API in Azure portal
  • Get languages for translation
  • Demo: Translate English to German
  • LUIS concepts
  • Create a LUIS app
  • Train, publish, and test the LUIS app
  • Set up your LUIS project
  • Call LUIS app from code
Conclusion
  • Next steps

Taught by

Sahil Malik

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