In this session of Machine Learning Tech Talks, Senior Research Scientist at DeepMind, Petar Veličković, will give an introductory presentation and Colab exercise on graph neural networks (GNNs).

Chapters:

  • 0:00 - Introduction
  • 0:34 - Fantastic GNNs and where to find them
  • 7:48 - Graph data processing
  • 13:42 - GCNs, GATs and MPNNs
  • 26:12 - Colab exercise
  • 49:52 - Resources for further study

Resources:
Theoretical Foundations of GNNs → https://goo.gle/3xwKPSW
Compiled resources for further study → https://goo.gle/3cO7gvb

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Intro to Graph Neural Networks (ML Tech Talks)
5.15 GEEK