This course is essential for faculty, researchers, and professionals aiming to stay ahead in the rapidly evolving fields of Artificial Intelligence and Quantum Computing. It offers a unique blend of classical machine learning, generative AI, and quantum programming, providing both foundational theory and practical hands-on skills. With the increasing relevance of technologies like GANs, large language models, and quantum-enhanced AI, this program empowers participants to integrate these innovations into teaching, research, and real-world applications. Aligned with NEP 2020, it fosters interdisciplinary learning, curriculum development, and future-ready education, making it a vital step toward academic and industry relevance in emerging tech domains. technologies, and address societal challenges responsibly.