Designing and Implementing an Azure AI Solution


AI100T01A - Version:1
Description
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.
Intended audience
This course is aimed at Cloud Solution Architects, Azure artificial intelligence designers, and AI developers.
Expand All
  • 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 LUIS
  • 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
  • Azure Fundamentals
  • Understanding of Azure storage technologies
  • C# Knowledge
  • learn about the available Cognitive Services on Microsoft Azure and their role in architecting AI solutions.
  • learn about the Microsoft Bot Framework and Bot Services.
  • learn about the QnA Maker and how to integrate Bots and QnA Maker to build up a useful knowledge base for user interactions.
  • learn about Language Understanding with Intents and Utterances (LUIS) and how to create intents and utterances to support a natural language processing solution.
  • learn about integrating LUIS with a Bot to better understand the users’ intentions when interacting with the Bot.
  • learn about integrating Bots and Agents with Azure Cognitive Services for advanced features such as sentiment analysis, image and text analysis, and OCR and object detection.