- 01. Time-Series Forecasting
- 02. Forecasting Energy Consumption, Notebook
- 03. Pre-Notebook: Time-Series Forecasting
- 04. Processing Energy Data
- 05. Exercise: Creating Time Series
- 06. Solution: Split Data
- 07. Exercise: Convert to JSON
- 08. Solution: Formatting JSON Lines & DeepAR Estimator
- 09. Exercise: DeepAR Estimator
- 10. Solution: Complete Estimator & Hyperparameters
- 11. Making Predictions
- 12. Exercise: Predicting the Future
- 13. Solution: Predicting Future Data
- 14. Clean Up: All Resources