#509: GPU Programming in Pure Python

#509: GPU Programming in Pure Python

If you're looking to leverage the insane power of modern GPUs for data science and ML, you might think you'll need to use some low-level programming language such as C++. But the folks over at NVIDIA have been hard at work building Python SDKs which provide nearly native level of performance when doing Pythonic GPU programming. Bryce Adelstein Lelbach is here to tell us about programming your GPU in pure Python.

Episoder(541)

#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 Aug 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 Aug 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 Aug 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 Aug 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 Jul 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 Jul 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 Jul 20251h 8min

#511: From Notebooks to Production Data Science Systems

#511: From Notebooks to Production Data Science Systems

If you're doing data science and have mostly spent your time doing exploratory or just local development, this could be the episode for you. We are joined by Catherine Nelson to discuss techniques and...

25 Jun 202554min

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