Predictive Analytics for Café Sales Forecasting
Predictive Analytics for Café Sales Forecasting
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This project focuses on predictive modeling using the Beanie Coffee dataset. It is spearheaded by Team 11 to enhance inventory management and staffing strategies. The methodology involves data cleaning, Python modeling techniques, and exploratory data analysis. Significant observations include sales variations across products and outlets along with insights into transaction channel roles. While the data presents opportunities, it also has limitations. The conclusion emphasizes the business...