nargesmohammadi / machine-learining-projects

A collection of predictive modeling endeavors, spanning domains like sales, car prices, diabetes, fake news, gold prices, heart disease, real estate, loans, medical insurance, sonar analysis, and wine quality evaluation.

Machine-Learining-Projects-1

This repository hosts a collection of projects focused on predictive modeling in various domains. Each project aims to apply machine learning algorithms to solve specific problems and make predictions.

Projects Included

1. Big Market Sales Prediction 🛒

   • Predict sales figures for different products in a large market.

2. Car Price Prediction 🚗

   • Estimate the price of used cars based on various features.

3. Diabetes Prediction 💉

   • Identify the likelihood of an individual developing diabetes.

4. Fake News Prediction 📰

   • Detect the authenticity of news articles using machine learning.

5. Gold Price Prediction 💰

   • Forecast the future prices of gold based on historical data.

6. Heart Disease Prediction ❤️

   • Determine the risk of heart disease in patients using relevant health parameters.

7. House Price Prediction 🏠

   • Predict the prices of residential properties based on their characteristics.

8. Loan Status Prediction 💸

   • Classify loan applications as approved or rejected based on applicant data.

9. Medical Insurance Cost Prediction 💊

   • Estimate medical insurance costs for individuals based on their attributes.

10. Rock and Mine Prediction 🪨️

    • Differentiate between rocks and mines using sonar signals.

11. Wine Quality Prediction 🍷

    • Evaluate the quality of wines based on several chemical and sensory factors.