Product Segmentation for Retail with Python
A statistical methodology to segment your products based on turnover and demand variability
Samir Saci
Procurement Process Optimization with Python
Use non-linear programming to find the optimal ordering policy that minimizes capital, transportation and storage costs
Lean Six Sigma with Python — Logistic Regression
Replace Minitab with Python to perform a Logistic Regression to estimate the minimum bonus needed to reach 75% of a productivity target
Central Limit Theorem for Process Improvement with Python
Estimate the workload for returns management assuming a normal distribution of the number of items per carton received from your stores.
Supply Planning using Linear Programming with Python
Where do you need to allocate your stock to meet customers demand and reduce your transportation costs?
Lean Six Sigma with Python — Kruskal Wallis Test
How to replace Minitab with Python to perform Kruskal Wallis Test evaluating the impact of training on warehouse operators’ productivity
Deep Reinforcement Learning for AGV Routing
Increase Warehouse Productivity by using Reinforcement Learning for Automated Guided Vehicles Routing
Raw Materials Optimization for Food Manufacturing with Python
Use linear programming to create an optimal recipe for a cheap meal bar that meets specific nutritional requirements
Supply Chain Optimisation with Python
Find the optimal locations of your manufacturing facilities to meet your customers’ demand and reduce production costs
Optimize E-Commerce Last-Mile Delivery with Python
Organize your routes to deliver parcels with a minimum number of drivers using optimization models with python