Advanced Topics in Neural Networks

"The future depends on some graduate student who is deeply suspicious of everything I have said." - Geoffrey Hinton

Welcome to Advanced Topics in Neural Networks.
This course offers an intensive investigation into the advanced concepts, methodologies, and applications pivotal to neural networks and deep learning. Building on your foundational knowledge, we will delve into complex algorithms and architectures, exploring the theoretical principles that inform neural computation and learning paradigms.

Our journey encompasses both theoretical insights and practical approaches, preparing you for research and innovation in this evolving field. Your engagement and intellectual curiosity are essential to fostering a productive learning environment. We invite your full participation and exploration.
Be curious and ask many questions.

We encourage you to periodically check the Resources page as we are actively building it with useful tools, demos, presentations, and guides we think you will find useful.