- Module 1: This module introduces common AI workloads and their corresponding Azure AI Services. It also introduces Microsoft's Responsible AI policies.
In this module, you'll learn about the kinds of solutions AI can make possible and considerations for responsible AI practices.
- Module 2: 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 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
- Module 4: Describe Microsoft Copilot for Security.
By the end of this module, you'll be able to:
- Describe what Microsoft Copilot for Security is.
- Describe the terminology of Microsoft Copilot for Security.
- Describe how Microsoft Copilot for Security processes prompt requests.
- Describe the elements of an effective prompt
- Describe how to enable Microsoft Copilot for Security.
- Module 5: Describe the core features of Microsoft Copilot for Security.
By the end of this module, you'll be able to:
- Describe the features available in the standalone experience.
- Describe the services to which Microsoft Copilot for Security can integrate.
- Module 6: Microsoft Copilot for Security is accessible directly from some Microsoft security products, this is referred to the embedded experience. Learn about the scenarios supported by the Copilot embedded experience in Microsoft’s security solutions.
By the end of this module, you'll be able to:
- Describe Microsoft Copilot in Microsoft Defender XDR.
- Describe Microsoft Copilot in Microsoft Purview.
- Describe Microsoft Copilot in Microsoft Entra.
Overview
Syllabus
- Module 1: Module 1: Fundamental AI Concepts
- Introduction to AI
- Understand machine learning
- Understand computer vision
- Understand natural language processing
- Understand document intelligence and knowledge mining
- Understand generative AI
- Challenges and risks with AI
- Understand Responsible AI
- Knowledge check
- Summary
- Module 2: Module 2: 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 - Explore generative AI with Bing Copilot
- 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
- Knowledge check
- Summary
- Module 4: Module 4: Describe Microsoft Copilot for Security
- Introduction
- Get acquainted with Microsoft Copilot for Security
- Describe Microsoft Copilot for Security terminology
- Describe how Microsoft Copilot for Security processes prompt requests
- Describe the elements of an effective prompt
- Describe how to enable Microsoft Copilot for Security
- Knowledge check
- Summary and resources
- Module 5: Module 5: Describe the core features of Microsoft Copilot for Security
- Introduction
- Describe the features available in the standalone experience of Microsoft Copilot for Security
- Describe the Microsoft plugins available in Microsoft Copilot for Security
- Describe the non-Microsoft plugins supported by Microsoft Copilot for Security
- Describe custom promptbooks
- Describe knowledge base connections
- Knowledge check
- Summary and resources
- Module 6: Module 6: Describe the embedded experiences of Microsoft Copilot for Security
- Introduction
- Describe Microsoft Copilot in Microsoft Defender XDR
- Microsoft Copilot in Microsoft Purview
- Microsoft Copilot in Microsoft Entra
- Knowledge check
- Summary and resources
