How does AI really work? A speedrun of deep learning architectures
In this talk, we explore how AI works under the hood. We start with the basics of artificial neural networks, and then speedrun through all the major types of architectures used for different tasks, such as computer vision, speech recognition, and natural language processing.
No previous machine learning knowledge is assumed. We will try to cut through the hype and the jargon to show how things actually work.
Given the limited time, the aim is a high-level understanding of the models. Hopefully, this will give you enough information to decide for yourself whether to delve deeper, or to sit this one out.