I choose the course in Artificial Intelligence and Machine Learning due to my personal interest, and I believe it will be a leading field in the future. 1.Specific Aspects of the Curriculum Influencing Choice: Detailed coverage of machine learning algorithms, AI principles, and practical applications. Learning from leading experts and professionals in AI and ML. 2.Curriculum Preparation for Real-World Applications and Further Academic Pursuits: Courses often include case studies, internships, or project-based learning that simulate industry problems. 3.Areas for Improvement in Course Curriculum and Teaching Methods: Integrate more content from related fields such as ethics, policy, or social implications of AI. 4. Frequency and Timing of Exams, and Difficulty Level: Regular assessments (e.g., quizzes, midterms, and final exams) can help in continuous learning but should be balanced to avoid overwhelming students.