Super Data Science: ML & AI Podcast with Jon Krohn cover image

639: Simplifying Machine Learning

Super Data Science: ML & AI Podcast with Jon Krohn

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TensorFlow and PyTorch - What Are Your Favorite Python Libraries?

The trick now with the latest TensorFlow libraries as well as PyTorch all along is you run a script afterwards. You can imperatively be executing code in your Jupyter notebooks like you're used to just running most other kinds of functions. And then once you have designed your model and you're actually going to train it on a huge number of devices or I'm going to run this in production, then you can run a separate script that figures out how to allocate it optimally. It's some sort of a switch these days. But yeah, this is the way things go. Things become easier and that's great.

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