Streamlining Python Development: A Guide to a Modern Project Setup [PyCon DE & PyData Berlin 2024]
? Recorded at PyCon DE & PyData Berlin 2024, 22.04.2024 https://2024.pycon.de/program/CBVTEG/ ? Watch as Florian Wilhelm, Head of Data Science, simplifies P...
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🔊 Recorded at PyCon DE & PyData Berlin 2024, 22.04.2024
https://2024.pycon.de/program/CBVTEG/
🎓 Watch as Florian Wilhelm, Head of Data Science, simplifies Python project management in 'Streamlining Python Development: A Guide to a Modern Project Setup,' offering invaluable insights into Hatch, pyproject.toml, unit testing, mypy, and the r
Speakers:
Florian Wilhelm
Description:
In a talk titled "Streamlining Python Development: A Guide to a Modern Project Setup," Florian Wilhelm, Head of Data Science & Mathematical Modeling at inovex GmbH, introduces beginners to effective Python project management techniques. The presentation focuses on utilizing tools like Hatch for project management and emphasizes the importance of `pyproject.toml` for streamlined configuration. The session covers key aspects such as organizing directories, implementing unit testing for code reliability, and utilizing mypy for type checking to enhance code quality. Attendees will also gain insights into ruff, a modern linter replacing black, isort, and flake8, for maintaining Python coding standards. The talk equips Python enthusiasts with a comprehensive toolkit to implement the latest practices in Python development, ensuring a solid foundation for creating high-quality applications.
⭐️ About PyCon DE & PyData Berlin:
The PyCon DE & PyData conference unite the Python, AI, and data science communities, offering a unique platform for collaboration and innovation. The PyCon DE & PyData Berlin 2024 conference, hosted in partnership with the local Berlin PyData chapter, provided an exceptional experience, fostering deeper connections within the Python community while showcasing advancements in AI and data science. Attendees enjoyed a diverse and engaging program, solidifying the event as a highlight for Python and AI enthusiasts nationwide.
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Links:
• Conference website: http://pycon.de
• Related sessions: http://2024.pycon.de/program/categories/pycon-programming-software-engineering
The conference is organized by
• Python Softwareverband e.V.: http://pysv.org
• NumFOCUS Inc.: http://numfocus.org
• Pioneers Hub gemeinnützige GmbH: http://pioneershub.org
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#Python #PyConDE #PyData #OpenSource #AI #DataScience #MachineLearning #SoftwareDevelopment #LLMs #Community
Acknowledgements:
Special thanks to all the volunteers and sponsors who made this event possible.
About:
Python Softwareverband e.V.:
PySV is a non-profit that promotes the use and development of Python in Germany through events, education, and advocacy, fostering an open Python community.
NumFOCUS Inc.
supports open-source scientific computing by providing financial and logistical support to key projects like NumPy and Jupyter, promoting sustainable development and collaboration.
Pioneers Hub gemeinnützige GmbH:
is a non-profit fostering innovation in AI and tech by connecting experts and promoting knowledge exchange through events and collaborative initiatives.
Video Information
Views
726
Total views since publication
Duration
29:54
Video length
Published
Oct 1, 2024
Release date
Quality
hd
Video definition