Bakery Sales Optimization via Market Basket Analysis (Python)
تفاصيل العمل
Optimized bakery cross-selling via Market Basket Analysis (Python, Pandas, mlxtend). Analyzed transactions, finding strong purchase links between Coffee (top seller) & Pastry, Cake, Medialuna, Sandwich using Apriori/association rules (lift>1). Recommended targeted promos & product placement based on insights. PDF includes EDA, code, and visuals (sales trends, network graph). Skills: Market Basket Analysis, Python, Pandas, Data Visualization, Association Rules, EDA.
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