- 01. Welcome!
- 02. What's Ahead?
- 03. Problem Introduction
- 04. Machine Learning Workflow
- 05. Machine Learning Workflow
- 06. What is Cloud Computing & Why Would We Use It?
- 07. Why Cloud Computing?
- 08. Machine Learning Applications
- 09. Machine Learning Applications
- 10. Paths to Deployment
- 11. Paths to Deployment
- 12. Production Environments
- 13. Production Environments
- 14. Endpoints & REST APIs
- 15. Endpoints & REST APIs
- 16. Containers
- 17. Containers
- 18. Containers - Straight From the Experts
- 19. Characteristics of Modeling & Deployment
- 20. Characteristics of Modeling & Deployment
- 21. Comparing Cloud Providers
- 22. Comparing Cloud Providers
- 23. Closing Statements
- 24. Summary
- 25. [Optional] Cloud Computing Defined
- 26. [Optional] Cloud Computing Explained