Python Bytes is a weekly podcast hosted by Michael Kennedy and Brian Okken. The show is a short discussion on the headlines and noteworthy news in the Python, developer, and data science space.
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#526: Building Data Science with Foundation LLM Models
MP3•Episode home
Manage episode 517199594 series 2453836
Content provided by Michael Kennedy. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Michael Kennedy or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.
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.
Episode sponsors
Posit
NordStellar
Talk Python Courses
…
continue reading
Episode sponsors
Posit
NordStellar
Talk Python Courses
Links from the show
Hugo Bowne-Anderson: x.com
Vanishing Gradients Podcast: vanishinggradients.fireside.fm
Fundamentals of Dask: High Performance Data Science Course: training.talkpython.fm
Building LLM Applications for Data Scientists and Software Engineers: maven.com
marimo: a next-generation Python notebook: marimo.io
DevDocs (Offline aggregated docs): devdocs.io
Elgato Stream Deck: elgato.com
Sentry's Seer: talkpython.fm
The End of Programming as We Know It: oreilly.com
LorikeetCX AI Concierge: lorikeetcx.ai
Text to SQL & AI Query Generator: text2sql.ai
Inverse relationship enthusiasm for AI and traditional projects: oreilly.com
Watch this episode on YouTube: youtube.com
Episode #526 deep-dive: talkpython.fm/526
Episode transcripts: talkpython.fm
Theme Song: Developer Rap
🥁 Served in a Flask 🎸: talkpython.fm/flasksong
---== Don't be a stranger ==---
YouTube: youtube.com/@talkpython
Bluesky: @talkpython.fm
Mastodon: @[email protected]
X.com: @talkpython
Michael on Bluesky: @mkennedy.codes
Michael on Mastodon: @[email protected]
Michael on X.com: @mkennedy
Vanishing Gradients Podcast: vanishinggradients.fireside.fm
Fundamentals of Dask: High Performance Data Science Course: training.talkpython.fm
Building LLM Applications for Data Scientists and Software Engineers: maven.com
marimo: a next-generation Python notebook: marimo.io
DevDocs (Offline aggregated docs): devdocs.io
Elgato Stream Deck: elgato.com
Sentry's Seer: talkpython.fm
The End of Programming as We Know It: oreilly.com
LorikeetCX AI Concierge: lorikeetcx.ai
Text to SQL & AI Query Generator: text2sql.ai
Inverse relationship enthusiasm for AI and traditional projects: oreilly.com
Watch this episode on YouTube: youtube.com
Episode #526 deep-dive: talkpython.fm/526
Episode transcripts: talkpython.fm
Theme Song: Developer Rap
🥁 Served in a Flask 🎸: talkpython.fm/flasksong
---== Don't be a stranger ==---
YouTube: youtube.com/@talkpython
Bluesky: @talkpython.fm
Mastodon: @[email protected]
X.com: @talkpython
Michael on Bluesky: @mkennedy.codes
Michael on Mastodon: @[email protected]
Michael on X.com: @mkennedy
539 episodes
MP3•Episode home
Manage episode 517199594 series 2453836
Content provided by Michael Kennedy. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Michael Kennedy or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.
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.
Episode sponsors
Posit
NordStellar
Talk Python Courses
…
continue reading
Episode sponsors
Posit
NordStellar
Talk Python Courses
Links from the show
Hugo Bowne-Anderson: x.com
Vanishing Gradients Podcast: vanishinggradients.fireside.fm
Fundamentals of Dask: High Performance Data Science Course: training.talkpython.fm
Building LLM Applications for Data Scientists and Software Engineers: maven.com
marimo: a next-generation Python notebook: marimo.io
DevDocs (Offline aggregated docs): devdocs.io
Elgato Stream Deck: elgato.com
Sentry's Seer: talkpython.fm
The End of Programming as We Know It: oreilly.com
LorikeetCX AI Concierge: lorikeetcx.ai
Text to SQL & AI Query Generator: text2sql.ai
Inverse relationship enthusiasm for AI and traditional projects: oreilly.com
Watch this episode on YouTube: youtube.com
Episode #526 deep-dive: talkpython.fm/526
Episode transcripts: talkpython.fm
Theme Song: Developer Rap
🥁 Served in a Flask 🎸: talkpython.fm/flasksong
---== Don't be a stranger ==---
YouTube: youtube.com/@talkpython
Bluesky: @talkpython.fm
Mastodon: @[email protected]
X.com: @talkpython
Michael on Bluesky: @mkennedy.codes
Michael on Mastodon: @[email protected]
Michael on X.com: @mkennedy
Vanishing Gradients Podcast: vanishinggradients.fireside.fm
Fundamentals of Dask: High Performance Data Science Course: training.talkpython.fm
Building LLM Applications for Data Scientists and Software Engineers: maven.com
marimo: a next-generation Python notebook: marimo.io
DevDocs (Offline aggregated docs): devdocs.io
Elgato Stream Deck: elgato.com
Sentry's Seer: talkpython.fm
The End of Programming as We Know It: oreilly.com
LorikeetCX AI Concierge: lorikeetcx.ai
Text to SQL & AI Query Generator: text2sql.ai
Inverse relationship enthusiasm for AI and traditional projects: oreilly.com
Watch this episode on YouTube: youtube.com
Episode #526 deep-dive: talkpython.fm/526
Episode transcripts: talkpython.fm
Theme Song: Developer Rap
🥁 Served in a Flask 🎸: talkpython.fm/flasksong
---== Don't be a stranger ==---
YouTube: youtube.com/@talkpython
Bluesky: @talkpython.fm
Mastodon: @[email protected]
X.com: @talkpython
Michael on Bluesky: @mkennedy.codes
Michael on Mastodon: @[email protected]
Michael on X.com: @mkennedy
539 episodes
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