Lecture 5: Deep Learning Overview

(Last updated: Feb 2, 2024)

This course introduces deep learning techniques, such as deep neural networks, loss functions, and gradient descent.


There is no preparation material for this lecture.


Additional Resources

Below is a well-known paper that gives a nice overview of deep learning:

Below is a collection of projects by OpenAI (which creates ChatGPT):

Below is a collection of project by DeepMind (which creates AlphaGo):

Below is a collection of AI experiments by Google: