← All tracksAI
Advanced syllabus
10 lessons · ~4.4h total · titles and estimated time only — the full lesson content is for active members.
Weekly
- Reproducing a paper from scratch~10 min
- Model interpretability study~30 min
- Efficient inference optimization~30 min
- Transformer architecture deep dive~30 min
- Reinforcement learning fundamentals~28 min
- Adversarial robustness study~28 min
- Distributed training techniques~28 min
- Bias and fairness auditing~26 min
- Building a multi-agent system~28 min
- AI safety and alignment case study~28 min