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Microsoft

Provision and manage Azure AI Services

Microsoft via Microsoft Learn

Overview

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  • Module 1: Create and consume Cognitive Services
  • After completing this module, you will be able to:

    • Provision Cognitive Services resources in an Azure subscription.
    • Identify endpoints, keys, and locations required to consume a Cognitive Services resource.
    • Use a REST API to consume a cognitive service.
    • Use an SDK to consume a cognitive service.
  • Module 2: Secure Cognitive Services
  • After completing this module, you will know how to:

    • Consider authentication for Cognitive Services
    • Manage network security for Cognitive Services
    • Use Azure Policy to enforce configuration policies
  • Module 3: Monitor Cognitive Services
  • After completing this module, you will be able to:

    • Monitor Cognitive Services costs
    • Create alerts
    • View metrics
    • Manage diagnostic logging
  • Module 4: Deploy cognitive services in containers
  • After completing this module, learners will be able to:

    • Create Containers for Reuse
    • Deploy to a Container
    • Secure a Container
    • Consume Cognitive Services from a Container

Syllabus

  • Module 1: Create and consume Cognitive Services
    • Introduction
    • Provision a cognitive services resource
    • Identify endpoints and keys
    • Use a REST API
    • Use an SDK
    • Exercise - Use cognitive services
    • Knowledge check
    • Summary
  • Module 2: Secure Cognitive Services
    • Introduction
    • Consider authentication
    • Implement network security
    • Exercise - Manage Cognitive Services Security
    • Knowledge check
    • Summary
  • Module 3: Monitor Cognitive Services
    • Introduction
    • Monitor cost
    • Create alerts
    • View metrics
    • Manage diagnostic logging
    • Exercise - Monitor Cognitive Services
    • Knowledge check
    • Summary
  • Module 4: Deploy cognitive services in containers
    • Introduction
    • Understand containers
    • Use Cognitive Services containers
    • Exercise - Use a container
    • Knowledge check
    • Summary

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