GNN models

Hi there, I recently learn that there is another DNN model type called GNN. Is there some course with practical examples which explain it? Thanks!

And sorry if I posted wrong. I can’t post in FAQ

Hello Sofiya @sofi_z,

The Stanford Online YouTube Channel offers the “CS224W Machine Learning with Graphs” course. You can find two playlists there:

  1. https://www.youtube.com/playlist?list=PLoROMvodv4rPLKxIpqhjhPgdQy7imNkDn
  2. https://www.youtube.com/playlist?list=PLoROMvodv4rOP-ImU-O1rYRg2RFxomvFp

The first one is purely the 2021 class. The second one is a mix of the 2021 and the 2023 class and I believe it is not by mistake. Anyway, given that 2023 is more recent, it may be better to explore the second playlist first.

While the link to the course’s official website should be in the description of course videos, I am also posting the link here in which you may find the 2021 class and 2023 class in its “Previous offerings” section. In the “schedule” section, you will see some links to lecture slides, assignments, and labs.

Enjoy!

Cheers,
Raymond

Another one offered by the University of Pennsylvania:

It mentions that it is an award-winning course and it has a section “How to use this site (I am not at Penn)” for those who are not their students.

It also offers slides, labs, and lecture video recordings. Interesting!

-Raymond

Thank you sooooo much!!!

You are welcome, Sofiya.

Raymond