Analyzing customer behavior and offer effectiveness, using segmentation to tailor strategies for different customer groups to enhance engagement.
Engagement is not about how much users do. It’s about whether what they do creates value - for them and for the business.
Beyond statistical significance, A/B testing reveals hidden trade-offs, flawed assumptions, and the limits of metrics - where real impact comes from understanding behavior, not just results.
Predicting customer churn with Logistic Regression, Random Forest and XGBoost.
Some dashboard templates for tracking and analyzing performance across key business metrics.