Driving automatically, beating the best Go player in the world, and helping to detect and treat cancer: in recent years, computers have begun to match and even surpass human visual capabilities. Equipped with the exciting ability to see and process images, computers naturally acquire the ability to dream as well. In this interactive workshop, we will discuss cutting-edge methods that programmers use to teach computers how to understand images and video. We will then build our own neural networks using open-source Google tools and explore their properties in detail to help you understand exactly how they work. Surprisingly, we'll need very little math to get to this point! Then, we'll finish up the class by learning how to use these tools to let a computer dream. Note: computers will be provided for this workshop.