The Portuguese EuroCC National Center of Competence, in collaboration with NVIDIA and OpenACC.org, is hosting a GPU programming Bootcamp aimed primarily at the community of Portuguese researchers and students who use GPUs as the main tool for their HPC+AI workloads.
During this online Bootcamp, participants will learn how to apply AI tools, techniques, and algorithms to real-life problems. You'll study the key concepts of Deep Neural Networks, how to build Deep Learning models, and how to measure and improve the accuracy of your models. You'll also learn essential data preprocessing techniques to ensure a robust machine learning pipeline. This online Bootcamp is a hands-on learning experience where you'll be guided by step-by-step instructions with mentors on hand to help throughout the process.
Daily Agenda (Subject to Change):
Day 1 - Monday, September 12, 2022: 01:30 PM - 05:00 PM (all times in WEST)
- 01:30 PM - 01:45 PM: Welcome (Moderator)
- 01:45 PM - 02:30 PM: Introduction to GPU computing (Lecture)
- 02:30 PM - 03:30 PM: Introduction to AI (Lecture)
- 03:30 PM - 05:00 PM: CNN Primer and Keras (hands-on lab)
Day 2 - Tuesday, September 13, 2022: 01:30 PM - 05:00 PM
- 01:30 PM – 04:45 PM: Tropical cycle detection (challenge)
- 04:45 PM - 05:00 PM: Wrap up and QA