Walk through the steps involved in designing responsible AI and to making responsible decisions. Along the way, check your learning with included challenge and solution sets.
Overview
Syllabus
Introduction
- Getting started with responsible AI
- What you should know
- Introduction
- What is AI?
- What does it mean to be responsible?
- Example case studies
- Challenge: Walk through case study
- Solution: Highlight areas of case study
- A day in the life of an algorithm
- How algorithms are deployed and monitored
- Responsible as an afterthought
- Risks of irresponsible AI
- Challenge: Brainstorm a risk
- Solution: Brainstorm a risk
- Understanding algorithms
- Understanding decisions
- Challenge: Real-world example of a system
- Solution: Real-world example of a system
- Global policies
- Best practice
- Challenge: Policy search
- Solution: Policy search
- Continuing on with responsible AI
Taught by
Martin Kemka
