Exploring Zarr: From Fundamentals to Version 3.0 and Beyond [PyCon DE & PyData Berlin 2024] скачать в хорошем качестве

Exploring Zarr: From Fundamentals to Version 3.0 and Beyond [PyCon DE & PyData Berlin 2024]

🔊 Recorded at PyCon DE & PyData Berlin 2024, 23.04.2024 https://2024.pycon.de/program/93MHQ3/ 🎓 Watch as Sanket Verma delves into the evolution of the Zarr data format, exploring the latest Version 3.0 and beyond, revealing critical design updates and performance improvements for scalable, persistent storage of large datasets. Speakers: Sanket Verma Description: Sanket Verma, Community Manager at Zarr, presents a systematic exploration of the Zarr Specification Version 3, discussing critical design updates and performance enhancements. Zarr, a data format for storing compressed N-dimensional arrays, offers scalable and persistent storage for large datasets. The talk covers the evolution of Zarr, including the Zarr Enhancement Process and its adoption in the scientific community. The audience will gain insights into Zarr basics, the new features of Zarr Specification V3, and hands-on experience in creating Zarr arrays using Zarr-Python V3.0. The talk targets individuals working with substantial data volumes seeking a transparent, open-source, cloud-optimized, and eco-friendly format, with an intermediate level of Python and NumPy knowledge recommended. Attendees will leave understanding the benefits of Zarr V3 for both local and cloud storage, the importance of project processes, and insights into OSS project maturation. ⭐️ 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. Follow us: • LinkedIn:   / 28908640   • X: https://www.x.com/pyconde • X: https://www.x.com/pydataberlin Links: • Conference website: http://pycon.de • Related sessions: http://2024.pycon.de/program/categori... The conference is organized by • Python Softwareverband e.V.: http://pysv.org • NumFOCUS Inc.: http://numfocus.org • Pioneers Hub gemeinnützige GmbH: http://pioneershub.org If you enjoyed this session, please like, comment, and subscribe to our channel for more insightful talks and discussions. Share this video with your network to spread the knowledge! Hashtags: #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. www.pydata.org 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.