AI-102T00: Designing and Implementing a Microsoft Azure AI Solution
By Ginger Grant
4 Days
Live Class Recording
April 2, 2024
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 Cognitive Services, Azure Cognitive Search, and Microsoft Bot Framework. 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
- 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
- Detect and recognize faces
Module 3: Develop natural language processing solutions s
Lessons:
- Analyzing and translating text /li>
- Translating Text
- Build a question answering solution
- Build a conversational language understanding app /li>
- 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 Custon Skills for an Enrichment Pipeline
Module 6: Develop solutions with Azure AI Document Intelligence
Lessons:
- Use prebuilt Document Intelligence models
- Train a custom Document Intelligence model
Course Content
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
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
Module 6: Develop solutions with Azure AI Document Intelligence
Use prebuilt Document Intelligence models
Train a custom Document Intelligence model