#pydataglobal2023 — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #pydataglobal2023, aggregated by home.social.
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Today Juan Luis Cano Rodríguez from QuantumBlack, AI by McKinsey will give a workshop at PyData Global titled "Who needs ChatGPT? Rock solid AI pipelines with Hugging Face and Kedro" in which attendees will learn how to create a complex AI pipeline using Hugging Face transformers and turn it into a Kedro project that cleanly separates code from configuration and data.
Tune in at 16:00 UTC! https://global2023.pydata.org/cfp/talk/NFZDPN/
#python #pydata #pydataglobal #pydataglobal2023 #kedro #huggingface #aipipelines
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#PyDataGlobal2023 just started and the very first talk was about good practices around Jupyter notebooks: write functions, use git, don't deploy them to production, etc.
We've been on this theme for *years*, and we keep insisting. Aren't we missing some key usability issues around the workflows we propose?
For example, functions: `%autoreload` is known to be flaky https://ipython.readthedocs.io/en/stable/config/extensions/autoreload.html#caveats and yet there's no good solution for developing library code and notebooks together.