#260: From basic script to interactive data sci app with Streamlit
Talk Python To Me18 Huhti 2020

#260: From basic script to interactive data sci app with Streamlit

If you work on the data science or data visualization side of Python, you may have come to it from a scripting side of things. Writing just a little Python, using its magical libraries, with little structure or formalism to build a powerful analysis tool that runs in the terminal or maybe a jupyter notebook. What if you could take that same code, sprinkle in just a bit of a simple API, and turn it into a fast and dynamic single page application allowing your users to dive into the visualizations on the web?

Jaksot(542)

#519: Data Science Cloud Lessons at Scale

#519: Data Science Cloud Lessons at Scale

Today on Talk Python: What really happens when your data work outgrows your laptop. Matthew Rocklin, creator of Dask and cofounder of Coiled, and Nat Tabris a staff software engineer at Coiled join me...

18 Syys 20251h 2min

#518: Celebrating Django's 20th Birthday With Its Creators

#518: Celebrating Django's 20th Birthday With Its Creators

Twenty years after a scrappy newsroom team hacked together a framework to ship stories fast, Django remains the Python web framework that ships real apps, responsibly. In this anniversary roundtable w...

29 Elo 20251h 8min

#517: Agentic Al Programming with Python

#517: Agentic Al Programming with Python

Agentic AI programming is what happens when coding assistants stop acting like autocomplete and start collaborating on real work. In this episode, we cut through the hype and incentives to define “age...

22 Elo 20251h 17min

#516: Accelerating Python Data Science at NVIDIA

#516: Accelerating Python Data Science at NVIDIA

Python’s data stack is getting a serious GPU turbo boost. In this episode, Ben Zaitlen from NVIDIA joins us to unpack RAPIDS, the open source toolkit that lets pandas, scikit-learn, Spark, Polars, and...

19 Elo 20251h 5min

#515: Durable Python Execution with Temporal

#515: Durable Python Execution with Temporal

What if your code was crash-proof? That's the value prop for a framework called Temporal. Temporal is a durable execution platform that enables developers to build scalable applications without sacrif...

11 Elo 20251h 10min

#514: Python Language Summit 2025

#514: Python Language Summit 2025

Every year the core developers of Python convene in person to focus on high priority topics for CPython and beyond. This year they met at PyCon US 2025. Those meetings are closed door to keep focused ...

18 Heinä 20251h 13min

#513: Stories from Python History

#513: Stories from Python History

Why do people listen to this podcast? Sure, they're looking for technical explorations of new libraries and ideas. But often it's to hear the story behind them. If that speaks to you, then I have the ...

14 Heinä 20251h 8min

#512: Building a JIT Compiler for CPython

#512: Building a JIT Compiler for CPython

Do you like to dive into the details and intricacies of how Python executes and how we can optimize it? Well, do I have an episode for you. We welcome back Brandt Bucher to give us an update on the up...

2 Heinä 20251h 8min