The objective of this course is to cultivate the practical ability to design AI models through the deep understanding of various DNN models and hands-on experiments. This course will be a project-based and experiment-oriented class in which students form a team with a topic selected from AI-related challenges. Team members can select the topic from two major themes (e.g., anomaly detection, reinforcement learning) proposed by lecturers.