This One Week Workshop and Hackathon on “Real-Time Data-Driven Application Development Using Machine Learning and Deep Learning” is designed to provide students with practical knowledge and hands-on experience in building smart applications using real-world data. Throughout the program, participants will learn core ML and DL concepts, work with real-time datasets, and apply their learning through a collaborative hackathon. With guidance from industry experts from DataValley Inc., this workshop bridges the gap between academic learning and industry requirements. Overall, this program aims to enhance technical skills, encourage innovation, and prepare students for future opportunities in data-driven and AI-based careers.