Keynote - Graph Technology

Data Science
Machine Learning
Data analysis
Graph networks
May 05, 2022

This presentation, from Jörg Schad of ArangoDB, explores how machine learning models based on graphs can incorporate relationships inside data explicitly, while also highlighting the many powerful Machine Learning algorithms that already use graphs, e.g., Page Rank (Pregel), Recommendation Engines (collaborative filtering), text summarization, and other NLP tasks.

The keynote also highlights the recent developments regarding Graph Neural Networks and how they connect the worlds of Graphs and Machine Learning even further.

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