SaldaeModulesUI: Shiny Dashboard modules by Fair Analytics

Time Series Forecasting

Introduction:

Described as the black horse of Machine Learning/AI, time series forecasting remains the most challenging branch due to the temporal characteristic of data .

However, it is considered one the most demanded technique because of large usage in diverse domains such as: Finance : price Logistics and Supply Chain : demand, production Health and Pharaceuticals: Toursim : bookings, * Public sectors : tax, ..

Automatic forecasting tool :

We put at your disposal a fully automated tool which enables to generate short and mid term horizon forecast . * select your target element you are to generate a forecast .

you have the possibility to activate or to deactivate outliers detection and correction.
press on button "generate" forecast and then the engine will be triggered.
As a result, based on the number of items you have selected , you get the corresponding forecast in addition to aggregation value, and a field where you can comment on the results .
The comments will be displayed later in the final report .

Results

interactive plot which displays forecast, confidence interval , obersvations.
interactive data table with forecast, confidence interval , obersvations numbers.