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👋 Welcome to our dynamic community passionate about Data Science, AI, Data Management, 🐍 Python, and Open Source within enterprise and research!
We're a diverse blend of tech enthusiasts hosting regular meetups in locations like Karlsruhe, Mannheim, Heilbronn and Heidelberg. Uniting members across Nordbaden and Kurpfalz, we run a large-scale meetup for enriching insights. 🤝🌈
Our events are listed on Meetup: https://www.meetup.com/pydata-suedwest/
As part of the global PyData network, we foster a community championing open-source collaboration. With 200+ PyData meetups worldwide and key conferences in cities like Berlin, London, Amsterdam, we're a proud part of this global movement. Visit https://pydata.org to learn more. 🌍
Our meetups are platforms for knowledge sharing, featuring both local and international speakers. Whether a Python newbie or expert, you'll find value in our gatherings. Have insights to share? Consider speaking! We welcome contributions, and our experienced speakers are ready to provide coaching. 🎤💼
With our diverse, international membership in mind, all meetups are in English. Join us in our next gathering! 🎉 Our forums are not for advertising or recruitment, but community-centric postings are welcome. In doubt? Reach out to an organizer. We value your queries, suggestions, and feedback. 👥💡
Let's together explore the realms of Data Science, AI, Data Management, Python, and Open Source! Happy coding! 💻🐍🚀
Contact
If you have any questions or suggestions, please feel free to contact us via:
- Meetup
- Follow us on Twitter
- Join our group at LinkedIn
- Want to speak? Submit a talk here.
- Interested in hosting an event? Here's our Info-Deck & contact to the organisers!
See you soon 🤗
Team PyData Südwest
PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData provides a forum for the international community of users and developers of data analysis tools to share ideas and learn from each other. The global PyData network promotes discussion of best practices, new approaches, and emerging technologies for data management, processing, analytics, and visualization. PyData communities approach data science using many languages, including (but not limited to) Python, Julia, and R. The PyData Code of Conduct (http://pydata.org/code-of-conduct.html)govegove)... this meetup. To discuss any issues or concerns relating to the code of conduct or the behavior of anyone at a PyData meetup, please contact NumFOCUS Executive Director Leah Silen (+1 512-222-5449; leah@numfocus.org ) or the group organizer. We run meetups regularily at changing locations and have organised also the PyConDE & PyData Karlsruhe conference 2017.
Bevorstehende Events (4)
Alles ansehen- PyData Karlsruhe - Coding at Scale | Fast DataFramesQuantCo Deutschland GmbH, Karlsruhe, AL
DataScience and AI: in person in Karlsruhe and live on PyData.TV on YouTube
Agenda
18:00 Doors open
18:30 Welcome
18:45 Kickstart Coding at Scale – How Project Template Automation unlocks Developer Productivity - Adrian Freund, Pavel Zwerschke, Bela Stoyan (QuantCo)
19:15 Break: Networking with snacks and beverages
20:15 Dask DataFrame is fast now (Coiled)
20:45 Lightning Talks
21:00 Networking with snacks and beverages
21:30 End
Lightning Talks
Join us by contributing a five-minute lightning talk!
Fill out this form.
How to sign up for on site
It's important for us to make this meet up happen in a responsible way. We have limited seats available only.
No limits to sign up remotely!
How to join remotely
Join the live stream on YouTube.
This event will be in English.
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Talk #1
Kickstart Coding at Scale: How Project Template Automation Unlocks Developer Productivity – Adrian Freund, Pavel Zwerschke, Bela Stoyan (QuantCo)As your company grows, often so does your software landscape. Setting up each repository from scratch quickly leads to a fragmented ocean of project and ci setups that basically solve the same problems. For this, we came up with a standardized customizable internal project template that we use for all new projects. To operate this effectively at scale, we also came up with a solution to automatically migrate existing projects to newer versions of the template. This lets our developers focus on what they do best, writing code, and not getting stuck on boilerplate while still giving them the option to later deviate from the standard setup if needed.
Adrian Freund is a working student in developer tools and is currently studying computer science at Karlsruhe Institute of Technology. One of his most popular OSS contributions is the support for the match statement in mypy.
Pavel Zwerschke is a Data Engineer focused on building platforms for Data Science development. As part of his work, he is working on packaging topics, especially the adoption of pixi in the wider scientific Python community.
Bela Stoyan is technical staff working on the intersection of Data Science and MLOps. He enables Data Scientist to write data pipelines and helps them to bring them to production systems.Talk #2
Dask DataFrame is fast now - Florian Jetter (Coiled)Dask is a library for distributed computing with Python that integrates tightly with pandas. Historically, Dask was the easiest choice to use (it's just pandas) but struggled to achieve robust performance (there were many ways to accidentally perform poorly). The re-implementation of the DataFrame API addresses all of the pain points that users ran into. We will look into how Dask is a lot faster now, how it performs on benchmarks that is struggled with in the past and how it compares to other tools like Spark, DuckDB and Polars.
Florian Jetter is leading the Dask Engineering team at Coiled Computing. He is a long term dask core maintainer and is an expert in distributed cloud computing and data storage
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Lightning Talks:
1. Jakob Miksch - Processing OpenStreetMap data with PostgreSQL using osm2pgsql
2. Tim Berti - A case study of custom kernels
3. Not taken, grab itAcknowledgements
Also a big thank you to our sponsors:- QuantCo, for hosting the meetup.
- PIONEERS HUB, for organising.
- NUMFOCUS, for promoting open source software.
Contact
If you have any questions or suggestions, please feel free to contact us via:- Meetup
- Want to speak? Submit a talk here.
- Interested in hosting an event? Here's our Info-Deck & contact to the organisers!
- PyData Kaiserlautern - SAVE THE DATEFraunhofer Institute for Industrial Mathematics, Kaiserslautern
DataScience and AI: in person in Kaiserslautern and live on PyData.TV on YouTube
Registration will open end of May.
Agenda
18:00 Doors open
18:30 Welcome
18:45 Talk #1
19:15 Break: Networking with snacks and beverages
20:15 Talk #2
20:45 Lightning Talks
21:00 Networking with snacks and beverages
21:30 EndLightning Talks
Join us by contributing a five-minute lightning talk!
Fill out this form.How to sign up for on site
It's important for us to make this meet up happen in a responsible way. We have limited seats available only.
No limits to sign up remotely!How to join remotely
Join the live stream on YouTube.This event will be in English.
Acknowledgements
Also a big thank you to our sponsors:- Fraunhofer ITWM, for hosting the meetup.
- QuantCo for organising.
- Pioneers Hub, for organising.
- NumFOCUS, for promoting open source software.
Contact
If you have any questions or suggestions, please feel free to contact us via:- Meetup
- Want to speak? Submit a talk here.
- Interested in hosting an event? Here's our Info-Deck & contact to the organisers!
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