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1. Stack-project Stack-project Public

   This project is to estimate the total income of webdevelopers based on stack overflow 2023 statistics

   Python

2. Data-Analysis-project-1 Data-Analysis-project-1 Public

   This is a data analysis project, carried out based on the Movie industry dataset from kaggle

   Jupyter Notebook

3. Customer_churn_MLOPS Customer_churn_MLOPS Public

   End-to-end machine learning pipeline for customer churn prediction on imbalanced data. Includes ADASYN oversampling, DVC for version control, and MLflow for experiment tracking and model management.

   Jupyter Notebook

4. Customer-segmentation Customer-segmentation Public

   Customer segmentation using clustering techniques on retail data.

   Jupyter Notebook

5. Fraud_detection Fraud_detection Public

   A machine learning pipeline for fraud detection using ExtraTrees and KNN classifiers, with experiment tracking via MLflow. Includes preprocessing, model tuning, and evaluation on imbalanced data.

   Jupyter Notebook

6. Network_Security_project Network_Security_project Public

   A complete end-to-end Machine Learning project for detecting network security threats.

   Python