Prophet (Overview)

Summary

A forecasting library (originally from Meta) designed to be robust to missing data, outliers and shifts, with built-in handling for holidays and multiple seasonalities — popular for business forecasting use cases.

How to Learn This

1Fit a Prophet model on a sample business time series (sales, traffic).
2Learn how to add custom holiday effects to a Prophet model.
3Compare its ease of use against manually configuring ARIMA parameters.

Exponential Smoothing

Time Series Cross-Validation

More topics in Time Series Analysis

Time Series Components (Trend, Seasonality, Noise)Stationarity & Differencing ARIMA Models Exponential Smoothing Time Series Cross-Validation Forecasting Evaluation Metrics

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