This course will introduce the basic ideas and techniques of artificial intelligence: intelligent agents, search strategies, constraint satisfaction, logic and automatic proofing, knowledge representation, uncertain knowledge and reasoning, machine learning. By doing a capstone project at the end of this course, students will gain practical experience in building an AI system. In addition, students will practice necessary skills for future work such as teamwork skills, research skills, writing reports and presentations.