High-Performance Data Analytics with Python - Schedule

* ![](https://media.enccs.se/2024/11/python-hpda-25.webp) High-Performance Data Analytics with Python - Schedule :::success **Jan. 21 - 23, 09:00 - 12:00 (CET), 2025** ::: ## General information :::info **Links for the workshop**: - This **HackMD page**: https://hackmd.io/@yonglei/python-hpda-2025-schedule - **Lesson material**: https://enccs.github.io/hpda-python/ - **Workshop page**: https://enccs.se/events/hpda-python-jan-25/ - **Zoom link**: - 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 - Ashwin Mohanan (AM), ENCCS/RISE - Francesco Fiusco (FF), ENCCS/RISE - Qiang Li (QL), ENCCS/LiU - Yonglei Wang (YW), ENCCS/LiU ::: ## Ice breaking question :::danger **What's your first name, and on what project you are working with Python?** - Marcus - Data analysis of large scale metagenomic data as well as bioinformatics. - Marcin, a number of different projects in bioinformatics. Also using uPython quite a bit. Working in R and Python in general. - Endrina - Omics data analysis - Maureen - I use Python to analyse climate model outputs - Kristyna - I mostly focus of DFT calculations and use Python for analysing data and visualisation - Erik - Working in Python. Doing data science, normally associated with GNSS. - Victor, working in Python doing radar/localization simulations and optimization. - Emil - Analyzing material x-ray images, e.g. phase quantification and residual stresses. - Francesco, mainly postprocessing of CFD data - Guido - using python for developing deep learning based algorithm for computer vision surgical robots - Leonidas - I use python for bayesian optimization in the context of explainable AI - Arun: MPAS-Atmosphere Model Output Data Analysis - Kirils - working in numerical modelling of physica - Julia - I do computational chemistry modeling, so I use Python for MD and DFT results analysis - Lourdes - I use - Pablo - working on AI applied to electronic structure - Obadero Samuel - I use python for Data analysis and visualization. - Erika: x-ray image analys ::: --- ## Schedule ### (Jan. 21) Day 1 :::warning **https://hackmd.io/@ENCCS-Training/python-hpda-2025-day1** ::: | Time | Contents | Instructor(s) | | :---------: | :------: | :-----------: | | 09:00-09:15 | Welcome | YW | | 09:15-09:30 | Motivation | YW | | 09:30-10:20 | Scientific data | FF | | 10:20-10:40 | Break | | | 10:40-11:55 | Efficient array computing | FF | | 11:55-12:00 | Q/A & Reflections | | ### (Jan. 22) Day 2 :::warning **https://hackmd.io/@ENCCS-Training/python-hpda-2025-day2** ::: | Time | Contents | Instructor(s) | | :---------: | :------: | :-----------: | | 09:05-10:20 | Parallel computing | QL | | 10:20-10:40 | Break | | | 10:40-11:55 | Benchmarking, profiling and optimizing | AM | | 11:55-12:00 | Q/A & Reflections | | ### (Jan. 23) Day 3 :::warning **https://hackmd.io/@ENCCS-Training/python-hpda-2025-day3** ::: | Time | Contents | Instructor(s) | | :---------: | :------: | :-----------: | | 09:05-10:15 | Performance boosting | YW | | 10:15-10:30 | Break | | 10:30-11:55 | Dask for scalable analytics | AM | | 11:55-12:00 | Q/A & Summary | YW | --- ## 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). ---