This project is part of the EVNTO app aimed at improving engagement for Mansoura University students by providing them with useful AI tools such as sentiment analysis, a chatbot, and a cold start recommendation system.
AQSA is a comprehensive AI-driven solution for startups and small businesses. We created AQSA with a goal to reach the gap between research and real-world applications. Our project contains three components; generative chatbot, automated data analyzer, and forecasting module. All with a goal to provide information, enhance decision-making, and foster innovation within the startup ecosystem.
This paper explores the foundational concepts of machine learning (ML) and deep learning (DL), providing a detailed understanding for both researchers and beginners aiming to develop a solid grasp of when and how to use different models effectively.
