Retail Demand Forecasting
LightGBM + Prophet · Walmart Sales · Hamdan InfoCom
Live · BigQuery
Store
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Model
LightGBM
Prophet
Run Forecast
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Store
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Model
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Forecast Weeks
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departments × weeks
High Risk Depts
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CV > 0.5
Weekly Demand Forecast
Inventory Risk Summary
HIGH
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MEDIUM
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LOW
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Top High-Risk Departments
Dept
Avg Sales
CV
Tier