mlops-learning

This GitHub Repository contains the main exercises in the course 02476 Machine Learning Operations.

1. Git

https://learngitbranching.js.org

2. Code Structure

3. Good Coding Practice

4. Data Version Control

5. Docker

6. Config files

7. Debugging

8. Profilers

9. Experiment logging

10. Minimizing boilerplate

11. Continuous Integration

12. Continuous Machine Learning

13. Cloud

14. Distributed Data Loading

15. Distributed Training

16. Scalable Inference

17. Local Deployment

18. Cloud deployment

19. Data drifting

20. Monitoring

21. To be continued

I will keep doing the extra part.