1 - Fundamental AI Concepts

• 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

2 - Fundamentals of Generative AI

• What is generative AI?
• What are language models?
• Using language models
• What are copilots?
• Microsoft Copilot
• Considerations for Copilot prompts
• Extending and developing copilots

3 - Fundamentals of Responsible Generative AI

• Plan a responsible generative AI solution
• Identify potential harms
• Measure potential harms
• Mitigate potential harms
• Operate a responsible generative AI solution

4 - Describe Microsoft Copilot for Security

• 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

5 - Describe the core features of Microsoft Copilot for Security

• Describe the features available in the standalone experience of Microsoft Copilot for Security
• Describe the features available in a session of the standalone experience
• 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

6 - Describe the embedded experiences of Microsoft Copilot for Security

• Describe Microsoft Copilot in Microsoft Defender XDR
• Microsoft Copilot in Microsoft Purview
• Microsoft Copilot in Microsoft Entra
• Microsoft Copilot in Microsoft Intune
• Microsoft Copilot in Microsoft Defender for Cloud (Preview)

7 - Explore use cases of Microsoft Copilot for Security

• Explore the first run experience
• Explore the standalone experience
• Configure the Microsoft Sentinel plugin
• Enable a custom plugin
• Explore file uploads as a knowledge base
• Create a custom promptbook
• Explore the capabilities of Copilot in Microsoft Defender XDR
• Explore the capabilities of Copilot in Microsoft Purview