The difficulty level of a Deep Learning course varies depending on an individual's background and experience in programming, mathematics, and machine learning. While it can be challenging due to the complexity of some concepts and the required mathematical foundations, students with a strong interest in artificial intelligence and a willingness to learn can successfully complete the course. A strong support system, including knowledgeable instructors and accessible resources, can also contribute to making the learning process more manageable.