Workshop / Overview

A quick introduction into Graph Neural Networks and their application to structured data.

Workshop / Outcome

Participants will learn basics of GNNs, how to prepare training data (from a set of SQL tables) and train GNNs with it.

Workshop / Difficulty

Intermediate level

Workshop / Prerequisites

  • Python
  • Pandas
  • Tensorflow

Track / Co-organizers

Volodymyr Shtenovych

Senior Software Engineer, Google

AMLD EPFL 2022 / Workshops

View workshops

MLOps on AWS: a Hands-On Tutorial

With Gabriele Mazzola, Emanuele Fabbiani, Marco Paruscio, Matteo Moroni, Marta Peroni & Gabriele Orlandi

09:00-13:00 March 262ABC

Close the Gap between Proof-of-Concept and Data Science Product

With Dimira Petrova, Antoni Ivanov & Dako Dakov

10:00-16:00 March 263BC

Designing Effective Visualisations to Communicate Data Stories

With Jacqueline Stählin, Charlotte Cabane, Diana Mitache & Sebastian Baumhauer

10:00-16:00 March 264ABC

AMLD / Global partners