تفاصيل العمل

A data analysis project based on a bank marketing dataset, aimed at analyzing customer behavior and identifying key factors that influence subscription to banking products.

The project includes data cleaning, preprocessing, exploratory data analysis (EDA), and feature analysis to understand customer demographics, campaign effectiveness, and response patterns.

Clear visualizations are used to highlight trends and correlations, supporting data-driven insights that can help improve marketing strategies and decision-making

بطاقة العمل

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