Category C: Continuous Training
Update models incrementally without full retraining.
Recipes
| Recipe | Description | Status |
|---|---|---|
| Incremental Training | Add new data to existing model | Verified |
| Online Learning | Real-time model updates | Verified |
| Federated Simulation | Distributed training simulation | Verified |
| Curriculum Learning | Progressive difficulty training | Verified |
Learning Objectives
- Implement incremental weight updates
- Handle streaming data for online learning
- Simulate federated learning scenarios
- Apply curriculum learning strategies