# Continual Learning Course

## Continual Learning Course

- [Continual Learning: On Machines that can Learn Continually](https://course.continualai.org/master.md): A University of Pisa, ContinualAI and AIDA Doctoral Academy Course
- [Prerequisites](https://course.continualai.org/background/prerequisite.md): Things you Should Know Before Enrolling
- [Tools & Setup](https://course.continualai.org/background/tools-and-setup.md): How to Setup your System Before Starting the Course
- [Course Details](https://course.continualai.org/background/details.md): The Main Details of the Course and Class Timetable
- [Introduction & Motivation](https://course.continualai.org/lectures/introduction.md): Why Continual Learning?
- [Understanding Catastrophic Forgetting](https://course.continualai.org/lectures/understanding-catastrophic-forgetting.md): The Biggest Obstacle for Continual Learning Machines
- [Scenarios & Benchmarks](https://course.continualai.org/lectures/scenarios-and-benchamarks.md): Show me your Data!
- [Evaluation & Metrics](https://course.continualai.org/lectures/evaluation-protocols-and-metrics.md): How to Evaluate your Continual Learning Agent
- [Methodologies \[Part 1\]](https://course.continualai.org/lectures/strategies.md): Main Continual Learning Strategies
- [Methodologies \[Part 2\]](https://course.continualai.org/lectures/methodologies-part-2.md): Main Continual Learning Strategies
- [Methodologies \[Part 3\], Applications & Tools](https://course.continualai.org/lectures/methodologies-part-3-applications-and-tools.md): Main Continual Learning Strategies, Applications an Tools
- [Frontiers in Continual Learning](https://course.continualai.org/lectures/frontiers-in-continual-learning.md): Cutting-edge Research and Promising Directions
- [Avalanche Dev Day](https://course.continualai.org/invited-lectures/avalanche-dev-day.md): An event for discussing Avalanche developments
- [Invited Talks](https://course.continualai.org/invited-lectures/invited-talks.md): Two Guest Lectures on Advanced CL Topics
- [Course Materials](https://course.continualai.org/resources/course-materials.md): All the course material in one page!
- [Additional Material](https://course.continualai.org/resources/further-readings.md): Additional material you can freely explore!
- [Your Instructor](https://course.continualai.org/about-us/your-instructor.md): Meet the main instructor of the course!
- [Teaching Assistants](https://course.continualai.org/about-us/teaching-assistants.md): Your Teaching Assistants


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