- 01. Pre-Notebook: Custom Models & Moon Data
- 02. Moon Data & Custom Models
- 03. Upload Data to S3
- 04. Exercise: Custom PyTorch Classifier
- 05. Solution: Simple Neural Network
- 06. Exercise: Training Script
- 07. Solution: Complete Training Script
- 08. Custom SKLearn Model
- 09. PyTorch Estimator
- 10. Exercise: Create a PyTorchModel & Endpoint
- 11. Solution: PyTorchModel & Evaluation
- 12. Clean Up: All Resources
- 13. Summary of Skills