- Module 1: Learn what generative AI is, how large language models form the foundation of generative AI applications, and see examples of copilots and good prompts.
By the end of this module, you'll be able to:
- Understand generative AI's place in the development of artificial intelligence
- Understand large language models and their role in intelligent applications
- Describe how Azure OpenAI supports intelligent application creation
- Describe examples of copilots and good prompts
- Module 2: With Azure OpenAI, you can build solutions against OpenAI artificial intelligence models within Azure.
In this module you'll learn how to:
- Describe Azure OpenAI workloads and access the Azure OpenAI Service
- Understand generative AI models
- Understand Azure OpenAI's language, code, and image capabilities
- Understand Azure OpenAI's responsible AI practices and limited access policies
- Module 3: A practical approach to implementing generative AI responsibly.
By the end of this module, you'll be able to:
- Describe an overall process for responsible generative AI solution development
- Identify and prioritize potential harms relevant to a generative AI solution
- Measure the presence of harms in a generative AI solution
- Mitigate harms in a generative AI solution
- Prepare to deploy and operate a generative AI solution responsibly
Microsoft Azure AI Fundamentals: Generative AI
Overview
Syllabus
- Module 1: Module 1: Fundamentals of Generative AI
- Introduction
- What is generative AI?
- Large language models
- What is Azure OpenAI?
- What are copilots?
- Improve generative AI responses with prompt engineering
- Exercise - Use Bing Copilot to generate content
- Knowledge check
- Summary
- Module 2: Module 2: Fundamentals of Azure OpenAI Service
- Introduction
- What is generative AI
- Describe Azure OpenAI
- How to use Azure OpenAI
- Understand OpenAI's natural language capabilities
- Understand OpenAI code generation capabilities
- Understand OpenAI's image generation capabilities
- Describe Azure OpenAI's access and responsible AI policies
- Exercise - Use Azure OpenAI Studio Playground
- Knowledge check
- Summary
- Module 3: Module 3: Fundamentals of Responsible Generative AI
- Introduction
- Plan a responsible generative AI solution
- Identify potential harms
- Measure potential harms
- Mitigate potential harms
- Operate a responsible generative AI solution
- Exercise - Explore content filters in Azure OpenAI Service
- Knowledge check
- Summary
