Venky explains how deep learning systems function through layered processing of information, highlighting their superiority over traditional machine learning due to their ability to learn from vast amounts of data. He discusses key features like transfer learning and self-selection of important features, emphasizing the complexity and potential of deep learning in today's data-rich environment.