Kedro for Maintainable Data Science - Talk Python to Me Ep.337

Have you heard of Kedro? It's a Python framework for creating reproducible, maintainable and modular data science code. We all know that reproducibility and related topics are important ones in the data science space. The freedom to pop open a notebook and just start exploring is much of the magic. Yet, that free-form style can lead to difficulties in versioning, reproducibility, collaboration, and moving to production. Solving these problems is the goal of Kedro. And we have 3 great guests from the Kedro community here to give us the rundown: Yetunde Dada, Waylon Walker, and Ivan Danov. ▬▬▬▬ About the podcast ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ This video is the uncut, live recording of the Talk Python To Me podcast ( https://talkpython.fm ). We cover Python-focused topics every week and publish the edited and polished version in audio form. Subscribe in your podcast player of choice (100% free) at https://talkpython.fm/subscribe. ▬▬▬▬ Guests ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ Waylong on Twitter: https://twitter.com/_WaylonWalker Yetunda on Twitter: https://twitter.com/yetudada Ivan on Twitter: https://twitter.com/ivandanov ▬▬▬▬ Links and resources from the show ▬▬▬▬▬▬▬▬▬▬▬▬ Kedro: https://kedro.readthedocs.io/en/stable/ Kedro on GitHub: https://github.com/quantumblacklabs/kedro Join the Kedro Discord: https://discord.gg/akJDeVaxnB Articles about Kedro by Waylan: https://waylonwalker.com/kedro/ Kedro spaceflights tutorial: https://kedro.readthedocs.io/en/stable/03_tutorial/01_spaceflights_tutorial.html “Hello World” on Kedro: https://kedro.readthedocs.io/en/stable/02_get_started/03_hello_kedro.html Kedro Viz: https://quantumblacklabs.github.io/kedro-viz/ Spaceflights Tutorial video: https://www.youtube.com/watch?v=fTPAWzzWrOY Dynaconf package: https://www.dynaconf.com/ fsspec: Filesystem interfaces for Python: https://filesystem-spec.readthedocs.io/en/latest/ Neovim: https://neovim.io/ Listen this episode on Talk Python: https://talkpython.fm/episodes/show/337/kedro-for-maintainable-data-science Episode transcripts: https://talkpython.fm/episodes/transcript/337/kedro-for-maintainable-data-science ▬▬▬▬ Dive deeper ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ Listen to the Talk Python To Me podcast at https://talkpython.fm Over 250 hours of Python courses at https://training.talkpython.fm/courses Follow us on on Mastodon. Michael: https://fosstodon.org/@mkennedy & Talk Python https://fosstodon.org/@talkpython