Explained: Knowledge Graphs and Graph Neural Networks
This video will explain the concepts behind Knowledge Graphs and Graph Neural Networks. This is the first episode in my new Explained series where I explain a concept in Machine Learning, Software Engineering, or both to help you gain the knowledge and resources for helping you use these concepts in your career.
Playlists:
Knowledge Graph Playlist - • Knowledge Graphs
Knowledge Graph Seminar Playlist - • CS520: Knowledge Graphs Seminar (Spring 2020)
Graph Neural Network Playlist - • Graph Neural Networks
Tools:
PyTorch Geometric - https://pytorch-geometric.readthedocs...
Deep Graph Library - https://www.dgl.ai/
Tutorials:
PyTorch Geometric - https://pytorch-geometric.readthedocs...
Other Resources:
/ an-illustrated-guide-to-graph-neural-networks
https://towardsdatascience.com/an-int...
https://en.wikipedia.org/wiki/Knowled...
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Website - https://nathancooper.io/#/
Github - https://github.com/ncoop57
Twitter - / ncooper57
LinkedIn - / nathan-cooper-820292106