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1. credit-default-ensemble-ml credit-default-ensemble-ml Public

   Credit default prediction using machine learning with Random Forest and Gradient Boosting, including probability-based error analysis and threshold sensitivity evaluation.

   Jupyter Notebook

2. customer-churn-ml customer-churn-ml Public

   End-to-end machine learning project for customer churn prediction with leakage-safe preprocessing, baseline modeling, and reproducible evaluation.

   Jupyter Notebook

3. netflix-sql-analysis netflix-sql-analysis Public

   SQL analysis of Netflix dataset using BigQuery, business insights, queries, EDA, and professional documentation.

   Jupyter Notebook

4. Bank-Account-Management-System Bank-Account-Management-System Public

   Python-based bank account management system for efficient financial tracking.

   Jupyter Notebook

5. netflix-pandas-project netflix-pandas-project Public

   Pandas mini-project using Netflix titles. Only one dataset is provided (`netflix_titles.csv`), so auxiliary tables (`credits`, `ratings`) are generated programmatically to simulate real multi-table…

   Jupyter Notebook

6. medical-no-show-analysis medical-no-show-analysis Public

   Exploratory data analysis of medical appointment no-shows, focusing on data cleaning, feature engineering, and visualization to prepare an ML-ready dataset.

   Jupyter Notebook