Accelerate your data science knowledge, training, and network. All in one event.
ODSC East 2020 is one of the largest applied data science conferences in the world. Speakers include core contributors to many open source libraries and languages. Attend ODSC East 2020 and learn the latest AI & data science topics, tools, and languages from some of the best and brightest minds in the field.
In case you missed our speaking sessions, download speaker presentations and access practical resources here.
Thursday, April 16 @ 12:45 – 1:30 pm
Graph Neural Networks and Their Applications
In this talk, Shauna will provide an introduction to graph neural networks (GNNs) and their applications. She will build up and discuss what a graph is and discuss how the theory and applications have evolved to the point where large, complex problems can be solved with graph neural networks in a scalable manner – something that was not practical just a couple of years ago. We will discuss multiple use cases where Novetta has applied GNNs to address some of our customers’ challenges and provide the audience with the tools to implement them on their own.
We will also discuss the use of libraries and technologies that aid in graph neural network solutions such as graph databases, PyTorch Geometric, Deep Graph Library (DGL), and NVIDIA RAPIDS.
Finally, we will discuss how we applied graph neural networks to the problem of classifying unstructured text documents by similar topic in a large scale manner.