Book

Forecasting Time Series Data with Facebook Prophet

This book will help you get to grips with the task of time series forecasting using the leading open source forecasting tool available to the public, Facebook Prophet. You will learn how to implement the advanced features of Prophet to build forecast models and understand why and how to modify each of the default parameters to improve results.

Offered byPackt Logo

Difficulty Level
Intermediate
Completion Time
9h approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 9h total length

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

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