This advanced course delves into emerging and transformative areas in data science, including Quantum Computing, Edge Computing, Blockchain applications, Federated Learning, Explainable AI, and NeuroSymbolic AI. Learners will explore the theoretical foundations, practical implementations, and real-world use cases of these technologies, preparing them to tackle complex data science challenges at the cutting edge of research and industry.