English to Ukrainian Tech/Engineering IT (Information Technology)

Документ - Специфікація на розробку програмного забезпечення.

In the scope of this PoC, *** will develop a web-based application. As an input, it will take the data set, provided by ***, will process data to identify patterns and interdependencies and as an output, the application will generate the equation, which, first of all, shows the dependencies between various input parameters (sales activities, macroeconomics, pricing, etc.) and output parameters (sales revenues or volumes in different groups of regions, groups of brands, etc.).
Also, the tool will generate various charts with important own performance metrics (R2, MAE-scores for models used), which will help to understand model reliability. The research focus will be placed on whitebox models, which will be easier to interpret and explain, however, as a secondary stage blackbox models will be tested to compare the overall performance.