This course covers the development methods and foundational knowledge of artificial intelligence (AI) and its intelligent systems. It includes the application methods and examples of AI, along with discussions on future development trends in the field. The course also explores expert systems, computational methods, data mining, and knowledge engineering. Additionally, students will use Python programming language and its associated packages to demonstrate AI techniques in regression, classification, and pattern recognition. Through this course, students will gain a comprehensive understanding of AI concepts and practices, enabling them to apply these skills to solve various industrial problems effectively.