Forecasting Time Series Data with Facebook Prophet: Build, improve, and optimize time series forecasting models using the advanced forecasting tool

Table of Contents

1. The History and Development of Time Series Forecasting
2. Getting Started with Facebook Prophet
3. Non-Daily Data
4. Seasonality
5. Holidays
6. Growth Modes
7. Trend Changepoints
8. Additional Regressors
9. Outliers and Special Events
10. Uncertainty Intervals
11. Cross-Validation
12. Performance Metrics
13. Productionalizing Prophet