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Microsoft

Get started with Azure AI Services

Microsoft via Microsoft Learn

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Overview

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  • Module 1: Prepare to develop AI solutions on Azure

    After completing this module, you will be able to:

    • Define artificial intelligence
    • Understand AI-related terms
    • Understand considerations for AI Engineers
    • Understand considerations for responsible AI
    • Understand capabilities of Azure Machine Learning
    • Understand capabilities of Azure AI Services
    • Understand capabilities of the Azure Bot Service
    • Understand capabilities of Azure Cognitive Search
  • Module 2: Learn to create and consume Azure AI services.

    After completing this module, you'll able to:

    • Create Azure AI services resources in an Azure subscription.
    • Identify endpoints, keys, and locations required to consume an Azure AI services resource.
    • Use a REST API and an SDK to consume Azure AI services.
  • Module 3: Learn to secure Azure AI services.

    After completing this module, you will know how to:

    • Consider authentication for Azure AI services
    • Manage network security for Azure AI services
  • Module 4: Learn to monitor Azure AI services.

    After completing this module, you will be able to:

    • Monitor Azure AI services costs.
    • Create alerts and view metrics for Azure AI services.
    • Manage Azure AI services diagnostic logging.
  • Module 5: Learn to deploy Azure AI services in containers

    After completing this module, learners will be able to:

    • Create containers for reuse
    • Deploy to a container and secure a container
    • Consume Azure AI services from a container

Syllabus

  • Module 1: Module 1: Prepare to develop AI solutions on Azure
    • Introduction
    • Define artificial intelligence
    • Understand AI-related terms
    • Understand considerations for AI Engineers
    • Understand considerations for responsible AI
    • Understand capabilities of Azure Machine Learning
    • Understand capabilities of Azure AI Services
    • Understand capabilities of the Azure Bot Service
    • Understand capabilities of Azure Cognitive Search
    • Knowledge check
    • Summary
  • Module 2: Module 2: Create and consume Azure AI services
    • Introduction
    • Provision an Azure AI services resource
    • Identify endpoints and keys
    • Use a REST API
    • Use an SDK
    • Exercise - Use Azure AI services
    • Knowledge check
    • Summary
  • Module 3: Module 3: Secure Azure AI services
    • Introduction
    • Consider authentication
    • Implement network security
    • Exercise - Manage Azure AI Services Security
    • Knowledge check
    • Summary
  • Module 4: Module 4: Monitor Azure AI services
    • Introduction
    • Monitor cost
    • Create alerts
    • View metrics
    • Manage diagnostic logging
    • Exercise - Monitor Azure AI services
    • Knowledge check
    • Summary
  • Module 5: Module 5: Deploy Azure AI services in containers
    • Introduction
    • Understand containers
    • Use Azure AI services containers
    • Exercise - Use a container
    • Knowledge check
    • Summary

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