Advanced Python Programming refers to the study and application of complex Python concepts beyond basic programming, including topics like object-oriented programming (OOP), decorators, generators, context managers, metaclasses, advanced data structures, algorithms, concurrency, parallelism, and techniques to optimize code performance, allowing developers to build more efficient and scalable applications for complex scenarios like data science, machine learning, and web development.