The course offers an overview of Artificial Intelligence, covering its expansive scope including intelligent agents and their application in creating smart devices. Machine Learning delves into systems capable of learning from data, addressing tasks like classification, clustering, and regression. Deep Learning goes further, focusing on constructing Neural Networks and refining models through training.