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This project is to estimate the total income of webdevelopers based on stack overflow 2023 statistics
Python
This is a data analysis project, carried out based on the Movie industry dataset from kaggle
Jupyter Notebook
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
Customer segmentation using clustering techniques on retail data.
Jupyter Notebook
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
A complete end-to-end Machine Learning project for detecting network security threats.
Python