人工智慧概論 — An overview of AI concepts, algorithms, and applications including search, knowledge representation, machine learning, and natural language processing.
Machine Learning
機器學習 — Core algorithms and techniques in supervised, unsupervised, and reinforcement learning with hands-on programming assignments.
Database Management
資料庫管理 — Relational database design, SQL, transaction management, and an introduction to NoSQL systems.