Artificial Intelligence appears in many practical situations: from problems such as returning relevant text to a vague question to robotic cars that need to safely navigate chaotic traffic. As a result, AI is frequently in the news for both important ethical questions and practical breakthroughs. This course is an introduction to AI for junior and senior level students. The goal is to put these topics into a common perspective and to give you practical hands-on skill in solving AI problems through programming assignments.