joshuamschultz/business-analysis

Examples on how to carry out day-to-day business activities using data science tools

Performing Business Analysis Using Python and Data Science Tools

Useful Tutorials

Business Examples

Inventory Simulations and Optimizations

Setup Methods

1. How to simulate demand for a time period; both based on stochastic parameters, as well as from actual parts you may have.

Simulations

1. Continuous Review / Reorder Point
2. Periodic Review / Order To
3. Periodic Review / Order Quantity

Optimizations

1. Optimizing parameters for Continuous Review / Reorder Point using Genetic Algorithm
2. Optimizing parameters for Continuous Review / Reorder Point using Nelder-Mead
3. Optimizing parameters for Periodic Review / Order Quantity using Genetic Algorithm