Book Content
chapters • 9h24m total length
1. Product Information Document
2. The History and Development of Time Series Forecasting
3. Getting Started with Prophet
4. How Prophet Works
5. Handling Non-Daily Data
6. Working with Seasonality
7. Forecasting Holiday Effects
8. Controlling Growth Modes
9. Influencing Trend Changepoints
10. Including Additional Regressors
11. Accounting for Outliers and Special Events
12. Managing Uncertainty Intervals
13. Performing Cross-Validation
14. Evaluating Performance Metrics
15. Productionalizing Prophet
