Artificial Intelligence (AI) refers to the sophisticated capabilities of machines that mimic human cognitive functions, including reasoning, learning, planning, and creativity. This course is meticulously designed to offer a hands-on introduction to a broad spectrum of AI methodologies applicable to an array of problem-solving scenarios. It aims to equip participants with the insight to identify opportune moments and effective strategies for employing established AI techniques to address and resolve novel challenges. ◗ 注意：本課程未開放初選，選課方式將於第一次上課於課堂上公布。另本課程之「課程進度」與「成績評量方式」等規定可能會視實際授課狀況進行動態調整。

Upon completing this course, students will have acquired the expertise to: ◗ Construct and comprehend the mathematical underpinnings of rational, learning agents ◗ Identify and implement appropriate AI methodologies across a diverse array of problem domains ◗ Understand the application of these methodologies within contemporary AI systems ◗ Develop the readiness to make informed decisions regarding the utilization of AI in societal contexts

Stuart Russell and Peter Norvig, “Artificial Intelligence: A Modern Approach,” 4th edition, Pearson Education, 2021.