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https://github.com/pcafrica/hpc_for_data_science_2023-2024
Material for the "HPC for Data Science" course, Academic Year 2023-2024. Ph.D. course offered by SISSA.
https://github.com/pcafrica/hpc_for_data_science_2023-2024
Last synced: about 2 months ago
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Material for the "HPC for Data Science" course, Academic Year 2023-2024. Ph.D. course offered by SISSA.
- Host: GitHub
- URL: https://github.com/pcafrica/hpc_for_data_science_2023-2024
- Owner: pcafrica
- Created: 2024-03-27T09:51:01.000Z (10 months ago)
- Default Branch: main
- Last Pushed: 2024-11-05T12:00:21.000Z (2 months ago)
- Last Synced: 2024-11-05T13:19:05.797Z (2 months ago)
- Language: Jupyter Notebook
- Homepage: https://pcafrica.github.io/hpc_for_data_science_2023-2024/
- Size: 5.15 MB
- Stars: 5
- Watchers: 4
- Forks: 5
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# High Performance Computing for Data Science: course material
[](https://github.com/pcafrica/hpc_for_data_science_2023-2024/actions/workflows/md-to-pages.yml)
This repository contains material for the *High Performance Computing for Data Science* course. Academic Year 2023-2024.
This Ph.D. course is offered by SISSA (International School for Advanced Studies), Trieste, Italy.
# License
[![CC BY-NC-SA 4.0][cc-by-nc-sa-shield]][cc-by-nc-sa]
Unless otherwise specified, all content here is licensed under a
[Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License][cc-by-nc-sa].
[![CC BY-NC-SA 4.0][cc-by-nc-sa-image]][cc-by-nc-sa]
[cc-by-nc-sa]: http://creativecommons.org/licenses/by-nc-sa/4.0/
[cc-by-nc-sa-image]: https://licensebuttons.net/l/by-nc-sa/4.0/88x31.png
[cc-by-nc-sa-shield]: https://img.shields.io/badge/License-CC%20BY--NC--SA%204.0-lightgrey.svg
---
# Documents
- [Syllabus](syllabus.md).
# Links and resources
- [Course material](https://pcafrica.github.io/hpc_for_data_science_2023-2024/).
- [Zoom link for remote attendance](https://sissa-it.zoom.us/j/4643932469).
---
# Timetable
| Date | Time | Room | Topic |
| --------------- | ------------- | ---- | ------------------------------------------------------------------------------------------------------------ |
| Mon 22 Apr 2024 | 14:00 - 16:00 | 003 | A day in the life of a software developer. [[Markdown](slides/01/01-intro.md)] [[HTML](https://pcafrica.github.io/hpc_for_data_science_2023-2024/slides/01/01-intro.html)] [[PDF](https://pcafrica.github.io/hpc_for_data_science_2023-2024/slides/01/01-intro.pdf)] |
| Tue 23 Apr 2024 | 14:00 - 16:00 | 003 | A hitchhiker's guide to coding. [[Markdown](slides/02/02-coding.md)] [[HTML](https://pcafrica.github.io/hpc_for_data_science_2023-2024/slides/02/02-coding.html)] [[PDF](https://pcafrica.github.io/hpc_for_data_science_2023-2024/slides/02/02-coding.pdf)] |
| Wed 24 Apr 2024 | 10:00 - 12:00 | 003 | Practical session: Look ma, I've published a package! [[Markdown](practical/01/01-package.md)] [[HTML](https://pcafrica.github.io/hpc_for_data_science_2023-2024/practical/01/01-package.html)] [[PDF](https://pcafrica.github.io/hpc_for_data_science_2023-2024/practical/01/01-package.pdf)] |
| Mon 29 Apr 2024 | 14:00 - 16:00 | 003 | Fast and curious [[Markdown](slides/03/03-performance.md)] [[HTML](https://pcafrica.github.io/hpc_for_data_science_2023-2024/slides/03/03-performance.html)] [[PDF](https://pcafrica.github.io/hpc_for_data_science_2023-2024/slides/03/03-performance.pdf)] |
| Tue 30 Apr 2024 | 14:00 - 16:00 | 003 | Parallel universes [[Markdown](slides/04/04-parallel.md)] [[HTML](https://pcafrica.github.io/hpc_for_data_science_2023-2024/slides/04/04-parallel.html)] [[PDF](https://pcafrica.github.io/hpc_for_data_science_2023-2024/slides/04/04-parallel.pdf)] |
| Wed 08 May 2024 | 14:00 - 17:00 | 003 | Practical session: Neural Networks and Notebooks [[Markdown](https://github.com/pcafrica/hpc_for_data_science_2023-2024/tree/main/practical/02)] |
| Thu 09 May 2024 | 14:00 - 17:00 | 003 | Practical session (TBA) |