Advanced Time Series Forecasting
This app uses an input form and Snowpark to deliver advanced forecasting. Simply enter the product category and measure that you want to forecast, along with the time frame you are looking for.
Behind the scenes, a Snowpark UDTF with the forecasting procedure ‘Prophet’ (by Facebook) calculates an advanced forecast. Prophet is a procedure for forecasting time series data based on an additive model where non-linear trends are fit with yearly, weekly, and daily seasonality, plus holiday effects. Prophet is robust to missing data and shifts in the trend, and typically handles outliers well.