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Intro to graph neural networks (ML Tech Talks)

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TensorFlow

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

Catch more ML Tech Talks → http://goo.gle/mltechtalks
Subscribe to TensorFlow → https://goo.gle/TensorFlow

posted by Walimiowih3