Welcome to Innov-AI-thon: Learn • Build • Explain, organized by GDG IIIT Surat! This occasion presents an exceptional prospect for students in their first, second, or third year to immerse themselves in the dynamic and progressively advancing realms of Artificial Intelligence and Machine Learning. The competition is meticulously structured with a focus on novices, designed not merely to prize the final outcome but to richly value the comprehensive learning journey, alongside conceptual clarity and the essential technical communication skills imperative in our contemporary technology-driven society. Participants of the Innov-AI-thon will engage in a captivating and methodical three-stage process beginning with the foundational principles of AI, proceeding to extensive hands-on application, and concluding with a rigorous defense interview. This process equips each participant with the confidence to lucidly articulate and robustly defend their innovative propositions. Throughout this distinctive expedition, participants will acquire invaluable competencies not only in the essentials of AI and ML but also in crucial arenas such as Python programming, data manipulation, and model assessment. This profound educational venture is crafted to furnish you with a robust foundational knowledge and empower you to engage experientially with real-world technology, thereby pushing the envelope of possibility. In addition, the Innov-AI-thon serves as a vibrant forum for interaction, collaboration, and the sharing of emerging project ideas with fellow ambitious and aspiring developers, all keen on making a consequential impact within the technological sphere. Opportunities for networking are abundant, allowing connections with peers and thought leaders alike, facilitating dialogue on avant-garde trends and the exploration of potential future collaborations. Seize this unrivaled opportunity to augment your knowledge, enhance your skills, and make notable strides within the exhilarating arena of AI! Whether intent on registering to collaborate with like-minded individuals or challenging yourself in competition, Innov-AI-thon provides the optimal stage for innovation. Let us collectively harness creativity to engender a significant impact through technological advancements.