nargesmohammadi / machine-learning-projects

A collection of machine learning projects

machine-learning-projects-2

Machine Learning Projects

This repository contains a collection of machine learning projects covering various domains. Below is a brief overview of the projects included:

1. Calories Burnt Prediction: 🏃‍♀️️ A model that predicts the number of calories burnt based on input parameters such as activity type, duration, and heart rate.

2. Credit Card Fraud Prediction: 💳️ An algorithm designed to detect fraudulent transactions in credit card data, helping to minimize cardholder risks.

3. Customer Segmentation: 👛️ This project focuses on clustering and segmenting customers based on their purchasing behavior, enabling targeted marketing strategies.

4. Movie Recommender System: 📽️ A recommendation engine that suggests movies based on user preferences and historical data, providing personalized movie recommendations.

5. Spam Mail Prediction: 📧️ An advanced spam filtering model that classifies emails as spam or non-spam, helping users manage their inbox effectively.

6. Titanic Survival Prediction: 🚢️ Using passenger data from the Titanic, this project predicts the likelihood of survival for individuals aboard the ill-fated ship.

Each project is implemented using various machine learning algorithms and techniques, emphasizing accuracy and practicality.