- Module 1: This module examines the following key aspects of Microsoft's AI blueprint: ethical principles, AI safety networks, technical stacks, AI transparency, and guidelines for human-AI interactions.
By the end of this module, you should be able to:
- Define the six ethical principles outlined in Microsoft's AI blueprint
- Describe Microsoft's commitment to AI safety networks
- Understand the importance of implementing AI safety brakes
- Describe the foundation stack used in Microsoft's AI foundation models
- Understand why Microsoft is committed to promoting AI transparency
- Explain Microsoft's guidelines for human-AI interactions
- Module 2: This module examines Microsoft's Responsible AI Standard, which is an approach to developing, assessing, and deploying AI systems in a safe, trustworthy, and ethical way.
By the end of this module, you should be able to:
- Explain Microsoft's approach to responsible AI.
- Describe the six principles that make up Microsoft's AI Standard.
- Explain how Microsoft's fairness principle is designed to detect bias and mitigate unfair impacts.
- Describe how Microsoft's reliability and safety principle minimizes unintended harm from AI systems.
- Explain how Microsoft's security and privacy principle helps prevent abuse and breach of user trust.
- Understand how Microsoft's inclusiveness principle helps its AI systems be fair, accessible, and empower everyone.
- Discuss how Microsoft's transparency principle makes its AI systems understandable and interpretable.
- Explain how Microsoft's accountability principle drives it to continuously monitor its AI systems' performance and mitigate risks.
Overview
Syllabus
- Module 1: Module 1: Examine the Microsoft AI blueprint
- Introduction
- Review Microsoft's ethical principles for AI
- Explore Microsoft's commitment to AI safety networks
- Examine Microsoft's plans for implementing AI safety brakes
- Examine the technology stack for Microsoft's AI foundation models
- Explore Microsoft’s commitment to promoting AI transparency
- Review Microsoft's guidelines for human-AI interaction
- Knowledge Check
- Summary
- Module 2: Module 2: Examine how Microsoft is committed to Responsible AI
- Introduction
- Examine the Microsoft approach to Responsible AI
- Examine Microsoft AI principles - Fairness
- Examine Microsoft AI principles - Reliability and Safety
- Examine Microsoft AI principles - Privacy and Security
- Examine Microsoft AI principles - Inclusiveness
- Examine Microsoft AI principles - Transparency
- Examine Microsoft AI principles - Accountability
- Knowledge Check
- Summary
