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Hands on with Graph Neural Networks
Welcome
Welcome and Introduction
Node Classification
Overview of this section
Node Classification Overview (7:54)
Node Classification Solution Walk-Thru (17:37)
Link Prediction
Overview of this section
Link Prediction Overview (18:21)
Link Prediction Solution Walk-Thru (12:42)
Graph Classification
Overview of this section
Graph Classification and Regression Overview (10:51)
Graph Classification Solution Walk-Thru (28:08)
Practical Considerations
Tools of the Trade (17:16)
Transductive vs Inductive (14:59)
Over-squashing and Over-smoothing (10:10)
Improving Scalability (9:03)
Over-squashing and Over-smoothing
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