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Forecasting Time Series Data with Facebook Prophet Cover

Forecasting Time Series Data with Facebook Prophet

Build, improve, and optimize time series forecasting models using the advanced forecasting tool

Paid access
|Mar 2021

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
PDF ISBN: 978-1-80056-652-1
Publisher: Packt Publishing Limited
Copyright owner: © 2021 Packt Publishing Limited
Publication date: 2021
Language: English
Pages: 270

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