Talk Python to Me is a weekly podcast hosted by developer and entrepreneur Michael Kennedy. We dive deep into the popular packages and software developers, data scientists, and incredible hobbyists doing amazing things with Python. If you're new to Python, you'll quickly learn the ins and outs of the community by hearing from the leaders. And if you've been Pythoning for years, you'll learn about your favorite packages and the hot new ones coming out of open source.
#522: Data Sci Tips and Tricks from CodeCut.ai
October 06, 2025
01:09:32
11.82 MB ( 56.62 MB less)
Downloads: 0
Today we’re turning tiny tips into big wins. Khuyen Tran, creator of CodeCut.ai, has shipped hundreds of bite-size Python and data science snippets across four years. We dig into open-source tools you can use right now, cleaner workflows, and why notebooks and scripts don’t have to be enemies. If you want faster insights with fewer yak-shaves, this one’s packed with takeaways you can apply before lunch. Let’s get into it.
Episode sponsors
Sentry Error Monitoring, Code TALKPYTHON
Agntcy
Talk Python Courses
Khuyen Tran (GitHub): github.com
CodeCut: codecut.ai
Production-ready Data Science Book (discount code TalkPython): codecut.ai
Why UV Might Be All You Need: codecut.ai
How to Structure a Data Science Project for Readability and Transparency: codecut.ai
Stop Hard-coding: Use Configuration Files Instead: codecut.ai
Simplify Your Python Logging with Loguru: codecut.ai
Git for Data Scientists: Learn Git Through Practical Examples: codecut.ai
Marimo (A Modern Notebook for Reproducible Data Science): codecut.ai
Text Similarity & Fuzzy Matching Guide: codecut.ai
Loguru (Python logging made simple): github.com
Hydra: hydra.cc
Marimo: marimo.io
Quarto: quarto.org
Show Your Work! Book: austinkleon.com
Watch this episode on YouTube: youtube.com
Episode #522 deep-dive: talkpython.fm/522
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: @talkpython@fosstodon.org
X.com: @talkpython
Michael on Bluesky: @mkennedy.codes
Michael on Mastodon: @mkennedy@fosstodon.org
Michael on X.com: @mkennedy
Episode sponsors
Sentry Error Monitoring, Code TALKPYTHON
Agntcy
Talk Python Courses
Links from the show
Khuyen Tran (LinkedIn): linkedin.comKhuyen Tran (GitHub): github.com
CodeCut: codecut.ai
Production-ready Data Science Book (discount code TalkPython): codecut.ai
Why UV Might Be All You Need: codecut.ai
How to Structure a Data Science Project for Readability and Transparency: codecut.ai
Stop Hard-coding: Use Configuration Files Instead: codecut.ai
Simplify Your Python Logging with Loguru: codecut.ai
Git for Data Scientists: Learn Git Through Practical Examples: codecut.ai
Marimo (A Modern Notebook for Reproducible Data Science): codecut.ai
Text Similarity & Fuzzy Matching Guide: codecut.ai
Loguru (Python logging made simple): github.com
Hydra: hydra.cc
Marimo: marimo.io
Quarto: quarto.org
Show Your Work! Book: austinkleon.com
Watch this episode on YouTube: youtube.com
Episode #522 deep-dive: talkpython.fm/522
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: @talkpython@fosstodon.org
X.com: @talkpython
Michael on Bluesky: @mkennedy.codes
Michael on Mastodon: @mkennedy@fosstodon.org
Michael on X.com: @mkennedy