Learning Strategies
Notes on Learning Strategies for ML platform / Applied AI interview preparation. The file index below shows what's in scope; click through to the individual notes for the depth.
Interview talking points
- This is a sub-topic under Fine-Tuning-Foundational-Models. See the parent for the broader interview framing.
Files in this folder
| File | Title |
|---|---|
| 06-continual-learning-catastrophic-forgetting.md | 06. Continual Learning and Catastrophic Forgetting — Retraining Without Losing Knowledge |
| 06-continual_learning_scenarios_mangaassist.md | Continual Learning Scenarios - MangaAssist |
| 07-few-shot-learning-rapid-adaptation.md | 07. Few-Shot Learning and Rapid Adaptation — New Intents with <100 Examples |
| 07-few_shot_learning_scenarios_mangaassist.md | Few-Shot Learning Scenarios - MangaAssist |
| 13-multi-task-learning.md | 13. Multi-Task Learning — Single Model for Intent, Sentiment, and Entities |
| 13-multi_task_learning_scenarios_mangaassist.md | Multi-Task Learning Scenarios - MangaAssist |
Back to the parent.