Automate Budget Planning Using Linear Programming
Select the projects that maximize the return on investment, follow the management guidelines while respecting budget constraints
Samir Saci
Supply Chain Sustainability Reporting with Python
4 steps to build an ESG reporting focusing on CO2 emissions of your Distribution Network
Lean Six Sigma with Python — Chi-Squared Test
Perform a Chi-Squared Test to explain a shortage of drivers impacting your transportation network
Machine Learning for Retail Sales Forecasting — Features Engineering
Understand the impacts of additional features related to stock-out, store closing date or cannibalization on a Machine Learning 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
Statistical Sampling for Process Improvement using Python
Use sample data to estimate the average lead time to process customer orders in the customer service of an elevator parts supplier.
Supply Chain Process Design using the Queueing Theory
Apply several principles of the Queueing Theory with Python to design a parcel packing process for an e-commerce fulfilment centre
Product Segmentation for Retail with Python
A statistical methodology to segment your products based on turnover and demand variability
Procurement Process Optimization with Python
Use non-linear programming to find the optimal ordering policy that minimizes capital, transportation and storage costs