![](https://media.enccs.se/2024/11/julia-hpda-25-1536x768.webp) <p style="text-align: center"><b><font size=5 color=blueyellow>Julia for High-Performance Data Analysis - Schedule</font></b></p> :::success **Feb. 4 - 7, 09:00 - 12:00 (CET), 2025** ::: ## General information :::info **Links for the workshop**: - This **HackMD page**: https://hackmd.io/@yonglei/julia-hpda-2025-schedule - **Lesson material**: https://enccs.github.io/julia-for-hpda/ - **Workshop page**: https://enccs.se/events/julia-hpda-feb-25/ - **Zoom link**: https://liu-se.zoom.us/j/65943178222?pwd=gmQFz8DP2Ldv9mncPIlLb2IjhdEUA0.1 - Workshop feedback form: - Workshop will be recorded but participant interactions edited out before publishing. > **Links for ENCCS** - **ENCCS:** https://enccs.se/ - **Events**: https://enccs.se/events/ - **Newsletter**: https://enccs.se/newsletter - Follow us on [**LinkedIn**](https://www.linkedin.com/company/enccs), [**Twitter**](https://twitter.com/EuroCC_Sweden), and [**YouTube**](https://www.youtube.com/@enccs) ::: ## Instructors and helpers :::info - Anastasiia Andriievska (AA), ENCCS/RISE - David Eklund (DE), RISE - Francesco Fiusco (FF), ENCCS/RISE - Yonglei Wang (YW), ENCCS/LiU ::: ## Ice breaking question :::danger **What's your first name, and on what project you are working with Julia?** - Marcin Maździarz, Machine-learned interatomic potentials (MLIPs) - Jukka Junttila: I have no previous experience with Julia and nothing ongoing either :) - Matthias: I used Julia for no particular project until now just played a little bit around with it - I noticed that Python can be slow for some tasks and wanted to explore alternatives. My experience with julia is limited to easy competitive programming exercises. - Arttu Raja-Halli: I have not used Julia before for any projects, but in the future would like to work on some geospatial data analysis projects - Yasemin: I haven't worked with Julia in the past however I would like to use it for the data analysis / statistics steps of my current image analysis project in order to speed them up since I work with large 3D images with a lot of information content. - Kristina: Nothing specific for now. ::: ## Schedule ### <font color=red>(Feb. 4) Day 1</font> :::warning **https://hackmd.io/@ENCCS-Training/julia-hpda-2025-day1** ::: ### <font color=red>(Feb. 5) Day 2</font> :::warning **https://hackmd.io/@ENCCS-Training/julia-hpda-2025-day2** ::: | Time | Contents | Instructor | | :---------: | :------: | :--------: | | 09:00-09:05 | Welcome | YW | | 09:05-09:20 | Motivation | AA | | 09:20-10:10 | Data Formats and Dataframes | AA | | 10:10-10:20 | Break | | 10:20-11:05 | Linear algebra | FF | | 11:05-11:15 | Break | | | 11:10-11:55 | Linear regression | DE | | 11:55-12:00 | Q/A | | ### <font color=red>(Feb. 6) Day 3</font> :::warning **https://hackmd.io/@ENCCS-Training/julia-hpda-2025-day3** ::: | Time | Contents | Instructor | | :---------: | :------: | :--------: | | 09:10-10:00 | Working with data, Saving Current Setup | FF | | 10:00-10:10 | Break | | 10:10-11:00 | Machine learning, Clustering and Classification, Deep learning (I) | AA | | 11:00-11:10 | Break | | | 11:10-11:55 | Machine learning, Clustering and Classification, Deep learning (II) | AA | | 11:55-12:00 | Q/A | | ### <font color=red>(Feb. 7) Day 4</font> :::warning **https://hackmd.io/@ENCCS-Training/julia-hpda-2025-day4** ::: | Time | Contents | Instructor | | :---------: | :------: | :--------: | | 09:10-10:00 | Non-linear regression | DE | | 10:00-10:10 | Break | | | 10:10-11:00 | Non-linear regression cont. | DE | | 11:00-11:10 | Break | | | 11:10-11:50 | Scientific Machine Learning | DE | | 11:50-12:00 | Conclusions and outlook | ## Code of Conduct We strive to follow the [Contributor Covenant Code of Conduct](https://www.contributor-covenant.org/version/2/1/code_of_conduct/) to foster an inclusive and welcoming environment for everyone. [![Contributor Covenant](https://img.shields.io/badge/Contributor%20Covenant-2.0-4baaaa.svg)](https://github.com/ENCCS/event-organisation/blob/main/CODE_OF_CONDUCT.md) **In short**: - Use welcoming and inclusive language - Be respectful of different viewpoints and experiences - Gracefully accept constructive criticism - Focus on what is best for the community - Show courtesy and respect towards other community members Contact details to report CoC violations can be [found here](https://enccs.se/yonglei-wang). :::danger :::