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Machine Learning on Graphs with PyTorch Geometric NVIDIA Triton and ArangoDB
>> YOUR LINK HERE: ___ http://youtube.com/watch?v=HVGRpuLD5zM
Slides: https://docs.google.com/presentation/... • Github Repository Link: • https://github.com/sachinsharma9780/A... • Workshop Description: • So far we have heard a lot about Convolutional Neural Networks (CNNs) which is a well-known method to handle euclidean data structures (like images, text, speech, and time series). However, in the real world, we are also surrounded by non-euclidean data like graphs, and a machine learning method to handle this type of data is known as the Graph Neural Networks. Therefore, in this workshop, we will deepen our knowledge with the concepts of Machine Learning on Graphs and compare them with CNNs. This will be followed by Hands-On Tutorial where we will build a complete Amazon Product Recommendation application using PyTorch Geometric GraphSage Algorithm, NVIDIA Triton, and ArangoDB.
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