Defensible Pricing Model Development for Rubicon

This coursework presentation focuses on developing a robust pricing model using advanced AI techniques. Topics include an overview of project importance, detailed data preparation with cleaning and feature engineering, CPI normalization, and seasonal adjustments to ensure consistency. Transformation techniques such as log adjustments and gradient boosting models are employed alongside time-aware validation. Pricing segments are identified through clustering, ensuring accuracy and avoiding...