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1. Survival-Analysis Survival-Analysis Public

   Leveraged survival analysis techniques (Kaplan-Meier, Cox model) to estimate customer lifetime and pinpoint periods of elevated churn risk.

   Jupyter Notebook

2. Telco-Churn-Analysis Telco-Churn-Analysis Public

   Analyzed behavioral and transactional indicators to uncover key churn drivers, developed predictive models to identify high-risk users and guide targeted retention strategies.

   Jupyter Notebook

3. RFM-Analysis-with-Polars RFM-Analysis-with-Polars Public

   Performed Recency, Frequency, and Monetary (RFM) analysis to classify customers into meaningful segments, supporting personalized marketing and retention strategies.

   Jupyter Notebook 1

4. Basket-Analysis Basket-Analysis Public

   Applied association rule mining to retail transactions to discover frequently co-purchased items and uncover cross-selling opportunities.

   Jupyter Notebook

5. Customer-Cohort-Analysis Customer-Cohort-Analysis Public

   Conducted cohort-based analysis on acquisition data to reveal long-term retention patterns and lifecycle behavior across user groups.

   Jupyter Notebook

6. Boston-House-Price-Prediction Boston-House-Price-Prediction Public

   Analyzed the factors influencing house-buying behavior.

   Jupyter Notebook