The Theory of Deep Learning - Deep Neural Networks 2022

Learn The Theory of Deep Learning in the most comprehensive and up-to-date course on the topic created by The Click Reader. In this course, you will learn the inspiration behind deep learning and how it relates to the human brain. You will also gain clear knowledge about the building blocks of neural networks (called neurons) along with how they compute, make predictions, and learn. We will then move on to learning the theory of deep neural networks, including how data is fed into it, how neurons compute the data, and how predictions are made. We'll end the course by learning how deep neural networks learn/train using a combination of feed-forward and back-propagation cycles.