Inventory Forecasting with AI 10. Final model Final Test – Full Dataset Moment of truth: How does the model perform...

Inventory Forecasting with AI 9. Forecasting Short-History Items Summary In the previous chapter, I trained the model on the entire...

Inventory Forecasting with AI # 8. Generalization – Including Items with Incomplete History Full Dataset Test In the previous chapter,...

Inventory Forecasting with AI 7. Feature Engineering II – How to Tame Seasonality, Zeros, and Promotions Seasonal Sales A classic...

Inventory Forecasting with AI 6. Outliers in the Data – The Next Step Toward Robust Forecasting Why Handle outliers? Every...

Inventory Forecasting with AI 5. Feature Engineering I – A Leap in Accuracy DL model selection In the previous part...

Inventory Forecasting with AI 4. Baseline Models vs. Deep Learning Why start with classic ML models? Quick reality check Baseline algorithms...

Inventory Forecasting with AI 3. How to validate this? The core question before any modelling Validation must show how the...

Inventory Forecasting with AI 2. Data Structure & First Pass Analysis First look at the data The customer supplied plain...

Inventory Forecasting with AI 1. Project Introduction & Objectives Smart inventory planning is a challenge not only for large corporations...