Artificial Intelligence courses involves mastering foundational programming languages like Python, understanding core concepts of machine learning and neural networks, and exploring specialized areas such as natural language processing and computer vision. Practical application through hands-on projects, continuous learning from reputable online courses, and staying updated with industry trends are key components of a comprehensive AI learning journey.