Python for Data Science

@Python4DataScience
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Teaching materials for the cusy training courses on a Python-based data science workflow: https://cusy.io/en/seminars
docshttps://python4datascience.readthedocs.io/en/latest/
sourcehttps://github.com/veit/Python4DataScience
Yesterday, the article by Frank (@hofmannedv) and me on open licences for documents, images, audio, video, fonts and hardware was published in @linuxmagazine: https://www.linux-magazine.com/Issues/2026/307/Non-Software-Licenses
#OpenSource #OpenHardware
Keep It Free » Linux Magazine

Linux users associate open source licenses with software, but a bevy of licenses are available for documents, images, audio/video, fonts, and hardw...

Linux Magazine
Rewriting history

There are several commands in Git for rewriting history. git rebase -i is the best known and most flexible: you can reorder, merge, edit and remove commits. However, this flexibility comes with a d...

Python for Data Science
The testing section has been extensively revised:
• Test examples for cusy.tasks
• Added Hypothesis extensions
• Agile software development using test-driven development and behaviour-driven development
https://python-basics-tutorial.readthedocs.io/en/latest/test/
#Python #pytest #Agile #TDD #BDD
Testing

Basically, a distinction is made between static and dynamic test procedures. Static test procedures, are used to check the source code, although this is not executed. They are divided into- reviews...

Python Basics
Today is our last day at PyConDE (@pyconde). We’re looking forward to having lots more interesting conversations with you, whether there are any new developments in research software using Python or on LLM coding agents
#PyConDE #RSE #Python #AI #LLM
Final preparations for PyConDE & PyData next week in Darmstadt. We’d love to see you there. Please feel free to arrange a meeting with us:
https://cusy.io/en/about/events/pyconde-darmstadt-2026.html
@pyconde #Python #PyData
PyCon DE & PyData 2026

Veit Schiele 6 December 2025~2 Minute We will be at PyCon DE & PyData in Darmstadt from 14 to 16 April 2026 and look forward to exciting discussions with you. PyCon DE & PyData is the large...

cusy
We have analysed the attacks on the software supply chains of LiteLLM and Telnyx and now recommend dependency cooldowns alongside immutable references, trusted publishers and digital attestations to secure deployments:
https://python-basics-tutorial.readthedocs.io/en/latest/packs/publish.html#securing-the-release-workflow
https://python-basics-tutorial.readthedocs.io/en/latest/packs/apps.html#updating-the-python-environment
#Python #ITSec #DevSecOps #SupplyChain
Publish package

Finally, you can deploy the package on the Python Package Index( PyPI) or another index, for example GitLab Package Registry or devpi. For the Python Package Index, you must register with Test PyPI...

Python Basics
In future, Open Research Europe (ORE) will no longer be open solely to projects funded under the EU Framework Programmes for Research; instead, all research institutions in the participating countries (Austria, France, Germany, Italy, the Netherlands, Norway, Portugal, Slovenia, Spain, Sweden and Switzerland) will be able to use the platform free of charge, regardless of whether their projects receive funding.
https://research-and-innovation.ec.europa.eu/news/all-research-and-innovation-news/new-era-open-research-europe-2026-03-26_en
#EU #OpenAccess #OpenData
A new era for Open Research Europe

European Commission to co-fund new phase of operation for open access publishing platform.

Directorate-General for Research and Innovation
Open data

A topic-based overview of public repositories containing research data. Agricultural sciences: AQUASTAT Dissemination System, Global information system of the Food and Agriculture Organization of t...

Python for Data Science
The German Research Association (@dfg_public) has established binding framework conditions for the use of AI. The aim is to ensure the legally compliant and transparent use of AI, taking technological developments into account while maintaining scientific integrity: https://www.dfg.de/en/news/news-topics/announcements-proposals/2026/ifr-26-18
#Research #RSE #Science #DataScience #ArtificialIntelligence #AI #Compliance
Artificial Intelligence in the Review Process

RE: https://fosstodon.org/@pyconde/116210430097719481

We are a community sponsor of the @pyconde and would love to meet you at the conference.
#Python #DataScience