Marketing Campaign Analysis

• Prepared and validated campaign data with Python, Pandas, and NumPy; handled missing values, outliers, inconsistencies, EDA, and

feature engineering.

• Compared Logistic Regression, Decision Tree, Random Forest, and SVM models; built a Power BI dashboard for KPIs, customer

segmentation, campaign response, and insights.