Continual and Lifelong Learning Systems

Designing models that adapt incrementally to new data streams and tasks in real time, without requiring a complete costly retraining cycle (avoiding catastrophic forgetting).

After completing this Pathway, you will be able to:

• Develop parameter isolation techniques
• Define retention metrics