Price Optimization
This workflow demonstrates two price optimization approaches for a fictive e-commerce dataset: value-based pricing and regression-based pricing. The goal is to increase the company's turnover, after optimization. It includes:
Data access of product information and orders
Data preparation and analysis to identify performance drivers, integrating competitor pricing information
The application of both value-based pricing strategies and linear regression modelling to determine optimal prices.