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A Learning Mangment System (LMS) Enhanced with machine learning

📝 Table of Contents

• About The Project
• Key Features
• Built With
• Screen Shots
• Full Demo
• Acknowledgements

About The Project

This is full stack web-app created as a final graduation project that aimed to design and build a fully functional learning mangment system (LMS) and integrate it with a varity of machine leraning models to offer common and invoative AI features.

This repository contains the web portion (front-end | backend), but doesn't include the AI models.

Key Features

• Authentication
• Authorization for diffrent uesr roles (student | instructor | admin)
• Youtube integration for course Lectures
• Announcments notification system with push notifications for desktop
• Fast grader for assestments and exams
• Auto Grading for essay questions using Machine learning
• grade book for instructor
• Deadlines Calendar
• Plagarism detection
• Live cheating detection from webcam and microphone using Machine Learning
• Reports to the instructor of a cheating instance
• Text moderation system

Built With

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Screen Shots

login screen	Courses Screen
Lectures Screen	Modules Screen
Assessment Creation Screen	Assessment View Screen
Exam taking Screen	Grading Screen
Grade Book Screen	Course Settings Screen

Full Demo

Acknowledgements

This project couldn't have been possible without the team

• Hazem Hamada
• Omar Hazem
• Basil Essam
• Eslam Genedy