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TrAC Training on Intro to Cloud-based Deep Learning
April 9, 2022 @ 10:00 am - 4:55 pm
The TrAC @ Iowa State University along with CyVerse.org will host a day long hybrid workshop on Introduction to Cloud-based Deep Learning. This workshop will introduce you to concepts in cloud, containerization, and GPU computing with Python. We will demonstrate a simple deep learning application problem using public research cyberinfrastructure with version control systems and containerization.
Agenda
Intro Workshop Days are at the following times:
- Part 1 10:00–13:00 US Central Daylight Time (11:00–14:00 US Eastern Daylight Time)
- Part 2 14:00–17:00 US Central Daylight Time (15:00–18:00 US Eastern Daylight Time)
Work Cloud Natively with CyVerse & Jetstream-2
All times shown in Central Daylight Time
| Time | Concept | Notes | Part |
|---|---|---|---|
| 10:00 | CyVerse Background | CyVerse Documentation | I |
| 10:30 | Navigating the CyVerse Discovery Environment (DE) Data Science Workbench | Go to DE | I |
| 10:55 | Short Break | I | |
| 11:00 | Navigating the CyVerse Data Store | Browse DE Data Store Browse WebDav | I |
| 11:30 | Jetstream-2 Background | JupyterHub on JetStream-2 OpenStack Cloud | I |
| 11:55 | Short Break | I | |
| 12:00 | Deep Learning with Project Jupyter | Jupyter notebooks | I |
| 13:00 | Lunch Break | ||
| 14:00 | Deep Learning with Project Jupyter Exercise | Jupyter notebooks | I |
| 14:55 | Short Break | II | |
| 15:00 | Introduction to GPU-based computing | Jupyter notebooks | II |
| 15:55 | Short Break | II | |
| 16:00 | Setup an analyses for programming in Python | II | |
| 16:55 | Conclude | II |
Registration: The registration is free, please fill out this form: https://forms.gle/dPcpvokVduM5HJGW7
Tutorial Website
All the instructions for the workshop are hosted at https://translationalaicenterisu.github.io/tractrain2022/. The notebooks used for the tutorial are also hosted there.
Tutorial Recordings
Part I
Part II