Inventory Management for Retail — Periodic Review Policy
Implement inventory management rules based on a periodic review policy to reduce the number of stores replenishments.
Inventory Management
Implement Models to Visualization, Simulate and Optimize Inventory Management and Demand Forecasting.
Machine Learning for Retail Sales Forecasting — Feature Engineering
Understand the impacts of additional features (stock-out, store closing date or cannibalisation) on an ML model for sales forecasting.
Inventory Management for Retail — Stochastic Demand
Simulate the impact of safety stock level on inventory management performance metrics assuming a normal distribution of your demand
Inventory Management for Retail — Deterministic Demand
Build a simple model to simulate the impact of several replenishment rules (Basic, EOQ) on the inventory costs and ordering costs
Machine Learning for Store Delivery Scheduling
Design Replenishment Strategies to Optimize Inventory and Reduce Number of Deliveries from your Warehouse
Machine Learning for Retail Demand Forecasting
Comparative study of Demand Forecasting Methods for a Retail Store (XGBoost Model vs. Rolling Mean)