Forecasting Time Series Data with Prophet

Table of Contents

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