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01_​Data_​Preparation

Inventory Optimization Use Case: Data Preparation, Modeling and Business Logic Workflow
Data Manipulation Forecasting & Quality Measures Inventory Optimization Use CaseData Preparation, Modeling and Business Logic WorkflowInventory supply and consumption data is loaded, prepared and later forecastedusing ARIMA providing the primary output. Secondary output contains variousInventory KPIs calculated from the primary output and original dataset. KPIsConsumption forecast Forecasting - ARIMA Front end datareshaping Data Reading &Preprocessing Risk and balancederror rate indicator Inputting missingdates (months) CSV Writer CSV Writer KPI-join Data Manipulation Forecasting & Quality Measures Inventory Optimization Use CaseData Preparation, Modeling and Business Logic WorkflowInventory supply and consumption data is loaded, prepared and later forecastedusing ARIMA providing the primary output. Secondary output contains variousInventory KPIs calculated from the primary output and original dataset. KPIsConsumption forecast Forecasting - ARIMA Front end datareshaping Data Reading &Preprocessing Risk and balancederror rate indicator Inputting missingdates (months) CSV Writer CSV Writer KPI-join

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