Course map / Artificial Intelligence
AIS-301 AI Evaluation & Safety
Benchmark design, bias detection, red-teaming, and safe deployment of AI systems.
- Level
- Advanced
- Planned time
- 16 hours
- Area
- Evaluation & Safety
- Take first
- AIS-201
You should be able to
- Design evaluation benchmarks for AI systems
- Conduct red-teaming exercises to identify failure modes
Modules
- Evaluation Metrics & BenchmarksReading · 120 min
- Bias Detection & MitigationLab · 180 min
- Red-Teaming AI SystemsLab · 180 min
- Safety Evaluation ProjectProject · 240 min
Module times add to 12 h 0 min. The planned time above includes practice and review.