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1. hierarchical-clustering-customer-segmentation hierarchical-clustering-customer-segmentation Public

   A customer segmentation project using hierarchical clustering to group customers based on their spending behaviour and demographics. This helps businesses identify patterns and create targeted mark…

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2. randomforest-telco-customer-churn-prediction randomforest-telco-customer-churn-prediction Public

   This repository contains a Telco Customer Churn Prediction project using machine learning. It includes data preprocessing, exploratory data analysis, feature engineering, and model development to p…

   Jupyter Notebook

3. polynomial-regression-manufacturing polynomial-regression-manufacturing Public

   A Python project implementing polynomial regression to analyse and predict manufacturing-related data. Features include data preprocessing, model training, and visualisation of results. Ideal for e…

   Jupyter Notebook

4. dbscan-silicon-defect-detection dbscan-silicon-defect-detection Public

   This project uses machine learning to detect anomalies in silicon wafers. It employs DBSCAN clustering and a Gradio interface for user interaction, enabling automated defect detection and enhancing…

   Jupyter Notebook

5. kmeans-counterfeit-bills kmeans-counterfeit-bills Public

   K-means clustering analysis of banknote dimensions for counterfeit detection. Using standardised length and diagonal measurements, the model successfully identifies three distinct clusters, with on…

   Jupyter Notebook 1

6. naive-bayes-loan-prediction naive-bayes-loan-prediction Public

   A simple machine learning project that predicts loan approval status using a Naive Bayes classifier. Includes data cleaning, model training, evaluation, and prediction steps to demonstrate the full…

   Jupyter Notebook