AI-102T00 Designing and Implementing an Azure AI Solution


This course is designed to teach software developers how to create AI solutions that leverage Azure Cognitive Services, Azure Cognitive Search, and Microsoft Bot Framework to build computer vision, language analysis, knowledge mining, intelligent search, and conversational AI solutions on Azure.   


Describe considerations for AI-enabled application development
Create, configure, deploy, and secure Azure Cognitive Services
Develop applications that analyze text
Develop speech-enabled applications
Create applications with natural language understanding capabilities
Create QnA applications
Create conversational solutions with bots
Use computer vision services to analyze images and videos
Create custom computer vision models
Develop applications that detect, analyze, and recognize faces
Develop applications that read and process text in images and documents
Create intelligent search solutions for knowledge mining

Course Outline:

1 – Introduction to AI on Azure

  • Introduction to Artificial Intelligence
  • Artificial Intelligence in Azure

2 – Developing AI Apps with Cognitive Services

  • Getting Started with Cognitive Services
  • Using Cognitive Services for Enterprise Applications

3 – Getting Started with Natural Language Processing

  • Analyzing Text
  • Translating Text

4 – Building Speech-Enabled Applications

  • Speech Recognition and Synthesis
  • Speech Translation

5 – Creating Language Understanding Solutions

  • Creating a Language Understanding App
  • Publishing and Using a Language Understanding App
  • Using Language Understanding with Speech

6 – Building a QnA Solution

  • Creating a QnA Knowledge Base
  • Publishing and Using a QnA Knowledge Base

7 – Conversational AI and the Azure Bot Service

  • Bot Basics
  • Implementing a Conversational Bot

8 – Getting Started with Computer Vision

  • Analyzing Images
  • Analyzing Videos

9 – Developing Custom Vision Solutions

  • Image Classification
  • Object Detection

10 – Detecting, Analyzing, and Recognizing Faces

  • Detecting Faces with the Computer Vision Service
  • Using the Face Service

11 – Reading Text in Images and Documents

  • Reading text with the Computer Vision Service
  • Extracting Information from Forms with the Form Recognizer service

12 – Creating a Knowledge Mining Solution

  • Implementing an Intelligent Search Solution
  • Developing Custom Skills for an Enrichment Pipeline
  • Creating a Knowledge Store

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