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

Students will gain the knowledge for designing Azure AI solution by building a client support chat Bot using artificial intelligence from the Microsoft Azure platform together with language understanding and pre-built AI functionality within the Azure Cognitive Services.

  • Course Objective
  • Who Can Benefit
  • Prerequisites
  • Syllabus
  • Analyze solution requirements
  • Design solutions
  • Integrate AI models into solutions
  • Deploy and manage solutions
  • Cloud Solution Architects, 
  • Azure artificial intelligence designers
  • AI developers

 

Before attending this course, students must have:
  • C# Knowledge
  • Azure Fundamentals
  • Understanding of Azure storage technologies

Course Outline

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.

Lessons

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.

Lessons

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.

Lessons

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.

Lessons

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.

Lessons

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.

Lessons

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
 Microsoft
  • Course Code: AI-100
  • Duration : 3 Days
  • Certified by: Microsoft

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