Designing and Implementing an Azure AI Solution (AI-100)

Duration: 3 days

Teaching method: classroom live and virtual classroom

Gain the necessary knowledge for designing Azure AI solution by building a customer support chat Bot using artificial intelligence from the Microsoft Azure platform including language understanding and pre-built AI functionality in the Azure Cognitive Services.

OBJECTIVES

Gain the necessary knowledge for designing Azure AI solution by building a customer support chat Bot using artificial intelligence from the Microsoft Azure platform including language understanding and pre-built AI functionality in the Azure Cognitive Services.

AUDIENCE

This course is aimed at Cloud Solution Architects, Azure artificial intelligence designers, and AI developers.

PREREQUISITES

Microsoft Azure Fundamentals (AZ-900) or comparable knowledge.
Before attending this course, students must have:

  • Azure Fundamentals
  • Understanding of Azure storage technologies
  • C# Knowledge

TOPICS

  • Module 1: Introducing Azure Cognitive Services
    • Overview of Azure Cognitive Services
    • Creating a Cognitive Service on the Azure Portal
    • Access and Test a Cognitive Service
  • Module 2: Creating Bots
    • Introducing the Bot Service
    • Creating a Basic Chat Bot
    • Testing with the Bot Emulator
  • Module 3: Enhancing Bots with QnA Maker
    • Introducing QnA Maker
    • Implement a Knowledge Base with QnA Maker
    • Integrate QnA with a Bot
  • Module 4: Learn How to Create Language Understanding Functionality with LUIS
    • Introducing Language Understanding
    • Create a new LUIS Service
    • Build Language Understanding with Intents and Utterances
  • Module 5: Enhancing Your Bots with LUIS
    • Overview of language understanding for AI applications
    • Integrate LUIS and Bot to create an AI-based solution
  • Module 6: Integrate Cognitive Services with Bots and Agents
    • Understand Cognitive Services for Bot Interactions
    • Perform Sentiment Analysis for your Bot with Text Analytics
    • Detect Language in a Bot with the Language Cognitive Services
    • Integrate Computer Vision with Bots
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