Designing and Implementing an Azure AI Solution

Build a customer support chat Bot that use artificial intelligence from the Microsoft Azure platform including language understanding and pre-built AI functionality in the Azure Cognitive Services.

Target Audience

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

Pre-Requisites

Before attending this course, students must have:

Azure Fundamentals
C# Knowledge

• Course content

  Module 1:

  Introducing Azure Cognitive Services. The student will learn about the available Cognitive Services on Microsoft Azure and their role in architecting AI solutions.

  Overview of Azure Cognitive Services
  Creating a Cognitive Service on the Azure Portal
  Access and Test a Cognitive Service

  Module 2:

  Creating Bots. The student will learn about the Microsoft Bot Framework and Bot Services.

  Introducing the Bot Service
  Creating a Basic Chat Bot
  Testing with the Bot Emulator

  Module 3:

  Enhancing Bots with QnA Maker. The student will learn about the QnA Maker and how to integrate Bots and QnA Maker to build up a useful knowledge base for user interactions.

  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. The student will learn about LUIS and how to create intents and utterances to support a natural language processing solution.

  Introducing Language Understanding
  Create a new LUIS Service
  Build Language Understanding with Intents and Utterances

  Module 5:

  Enhancing Your Bots with LUIS. The student will learn about integrating LUIS with a Bot to better understand the users’ intentions when interacting with the Bot.

  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. The student will 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.

  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