Basics of Graphs

Understand the basic concepts of graphs, how they can be represented, and their formulation.

In this lesson, we will explore graph neural networks and graph convolutions. Graphs are a super general representation of data with intrinsic structure.

The most intuitive transition to graphs is by starting from images.


Because images are highly-structured data. Their components (pixels) are arranged in a meaningful way. If you change the way pixels are structured, the image loses its meaning. Additionally, images have a very strong notion of locality.

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