Building Data Science with Foundation LLM Models - Talk Python to Me Ep. 526

Today, we’re talking about building real AI products with foundation models. Not toy demos, not vibes. We’ll get into the boring dashboards that save launches, evals that change your mind, and the shift from analyst to AI app builder. Our guide is Hugo Bowne-Anderson, educator, podcaster, and data scientist, who’s been in the trenches from scalable Python to LLM apps. If you care about shipping LLM features without burning the house down, stick around.

▬▬▬▬ 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 ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬

Hugo Bowne-Anderson

▬▬▬▬ Links and resources from the show ▬▬▬▬▬▬▬▬▬▬▬▬

Hugo Bowne-Anderson: https://x.com/hugobowne
Vanishing Gradients Podcast: https://vanishinggradients.fireside.fm
Fundamentals of Dask: High Performance Data Science Course: https://training.talkpython.fm/course...
Building LLM Applications for Data Scientists and Software Engineers: https://maven.com/hugo-stefan/buildin...
marimo: a next-generation Python notebook: https://marimo.io
DevDocs (Offline aggregated docs): https://devdocs.io
Elgato Stream Deck: https://www.elgato.com/us/en/p/stream...
Sentry's Seer: https://talkpython.fm/seer
The End of Programming as We Know It: https://www.oreilly.com/radar/the-end...
LorikeetCX AI Concierge: https://www.lorikeetcx.ai
Text to SQL & AI Query Generator: https://www.text2sql.ai
Inverse relationship enthusiasm for AI and traditional projects: https://www.oreilly.com/radar/wp-cont...

▬▬▬▬ Dive deeper ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬

Listen to the Talk Python To Me podcast at https://talkpython.fm and explore over 275 hours of Python courses at https://training.talkpython.fm/courses.

▬▬▬▬ Follow us on Social ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬

Mastodon: Michael - https://fosstodon.org/@mkennedy & Talk Python - https://fosstodon.org/@talkpython
Bluesky: Michael - https://bsky.app/profile/mkennedy.codes & Talk Python - https://bsky.app/profile/talkpython.fm
X: Michael - https://x.com/mkennedy & Talk Python - https://x.com/talkpython