Machine Learning Project Repository

This repository contains multiple machine learning projects, each focusing on solving different real-world problems. Below is the list of projects included:

Projects

1. Breast Cancer Prediction

   • Predict whether a tumor is malignant or benign using diagnostic data.

2. Calories Burnt Prediction

   • Estimate calories burnt based on physical activity and body metrics.

3. Credit Card Fraud Detection

   • Identify fraudulent transactions from a dataset of credit card activities.

4. Customer Segmentation

   • Group customers into segments based on purchasing patterns and demographics.

5. Diabetes Prediction

   • Predict the likelihood of a patient having diabetes based on health metrics.

6. Gold Price Prediction

   • Predict gold prices using historical data and market trends.

7. Spam Mail Detection

   • Classify emails as spam or not spam using natural language processing techniques.

8. Titanic Survival Prediction

   • Predict survival chances of Titanic passengers based on their attributes.

9. Car Price Prediction

   • Estimate the resale value of cars using features such as brand, model, and mileage.

10. Heart Disease Prediction

    • Determine the probability of heart disease based on health data.

11. Loan Status

    • Predict loan approval status using applicant financial data.

12. Medical Insurance Price Prediction

    • Predict insurance premiums based on demographic and health factors.

13. Sonar vs. Mine

    • Distinguish between sonar signals bouncing off mines and rocks.

14. Wine Quality Prediction

    • Classify the quality of wine based on physicochemical attributes.