Graph-Powered Machine Learning
From graph analytics to graph neural networks: Making the most of your graph data.
In this workshop, you will gain hands-on experience with the latest topics in Analytics and Machine Learning: Graph Powered Machine Learning.
Graph Analytics has long demonstrated that it solves real-world problems, including Fraud, Ranking, Recommendation, text summarization, and other NLP tasks. More recently, Graph Machine Learning applied directly to graphs using graph algorithms and machine learning has been demonstrating significant advantages in solving the same problems as graph analytics as well as problems that are impractical to solve using graph analytics. Graph Machine Learning does this by training statistical models on the graph resulting in Graph Embedding and Graph Neural Networks that are used to complex problems in a different way.
We will cover Graph Basics, Graph Analytics, and Graph Machine Learning with many hands-on experiences.