This document provides an overview of an Intelligent Systems course. It outlines the course assignments and grading breakdown. It then discusses what AI is, including definitions and different views of AI like thinking humanly, acting humanly, thinking rationally, and acting rationally. It also provides a brief history of AI and discusses the current state of the art in applications like speech recognition, machine translation, robotics, and recommendation systems.