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AI-102T00: Designing and Implementing a Microsoft Azure AI Solution

By Ginger Grant
4 Days
Live Class Recording
February 11, 2025
Courseware

Courseware is available for this class. Click here to view in a new tab/window.

Course Description

AI-102 Designing and Implementing an Azure AI Solution is intended for software developers wanting to build AI infused applications that leverage Azure AI Services, Azure AI Search, and Azure OpenAI. The course will use C# or Python as the programming language.

Course Outline

Module 1: Introduction to AI and AI on Azure  

Lessons:

  • Introduction to AI
  • AI in Azure
  • Getting Started with Azure AI Services
  • Using Azure AI Services for enterprise applications

 

Module 2: Develop computer vision solutions with Azure AI Vision 

Lessons:

  • Analyze and manipulate images
  • Create a custom vision model
  • Detect and recognize faces
  • Analyze videos

 

Module 3: Develop natural language processing solutions 

Lessons:

  • Analyzing and translating text
  • Build a question answering solution
  • Build a conversational language understanding app
  • Custom classification and named entity extraction
  • Speech recognition, synthesis, and translation

 

Module 4: Develop Generative AI Solutions with Azure OpenAI Service 

Lessons:

  • Get started with Azure OpenAI Service
  • Develop apps with Azure OpenAI Service
  • Apply prompt engineering with Azure OpenAI Service
  • Use your own data with Azure OpenAI Service

 

Module 5: Creating a knowledge Mining Solution 

Lessons:

  • Implementing an Intelligent Search Solution
  • Developing Custom Skills for an Enrichment Pipeline
  • Creating a knowledge store

 

Module 6: Develop solutions with Azure AI Document Intelligence 

Lessons:

  • Use prebuilt Document Intelligence models
  • Train a custom Document Intelligence model
Course Content
Introduction
Introduction
Module 1: Introduction to AI and AI on Azure
Introduction to AI
Getting Started with Azure AI Services
Using Azure AI Services for enterprise applications
Moduel 2: Develop computer vision solutions with Azure AI Vision
Analyze and manipulate images
Analyze and manipulate images (Continuation after lab)
Detect and recognize faces with Azure AI Vision
Custom vision models with Azure AI Vision
Analyzing Videos
Module 3: Develop natural language processing solutions
Analyzing and translating text
Translating Text
Build a question answering solution
Build a conversational language understanding app
Custom classification and named entity extraction
Speech recognition, synthesis, and translation
Module 4: Develop Generative AI Solutions with Azure OpenAI Service
Get started with Azure OpenAI Service
Develop apps with Azure OpenAI Service
Apply prompt engineering with Azure OpenAI Service
Use your own data with Azure OpenAI Service
Module 5: Creating a knowledge Mining Solution
Implementing an Intelligent Search Solution
Developing Custon Skills for an Enrichment Pipeline
Create a Knowledge Store
Module 6: Develop solutions with Azure AI Document Intelligence
Use prebuilt Document Intelligence models