About the System

Learn how our AI-based recommendation system works.

About the Project


The AI-Based Programming and Cybersecurity Tool Recommendation System is a web-based system designed to help users choose suitable programming languages and cybersecurity tools based on their interests, experience level and project requirements.



How Does It Work?


The user answers a few questions about their programming experience, programming goal, project type and cybersecurity interest.


The system processes these selections and retrieves suitable recommendations from the MySQL database.


The generated recommendation is then displayed to the user and stored in the recommendation history.



Programming Recommendation


The system recommends programming languages suitable for different development goals such as web development, AI and data science.

Cybersecurity Recommendation


The system recommends cybersecurity tools based on areas such as network security, web security and general cybersecurity.



Technologies Used


Frontend: HTML, CSS


Backend: PHP


Database: MySQL


Server: XAMPP / Apache