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Jupyter and the Evolution of ML Tooling with Brian Granger - #544
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Using a Note Book in a Machine Learning Environment
There are a number of efforts, taking different approaches to try to productionize the note book. There's a jupiterr sub project called wala which allows you users to tag cells in a notebook and then turn those cells into an interactive dashboard that looks like a web application. Maybe another example, as you brought up, was the idea of scheduling notebooks. I think the more allenging cases in this space are where you want to build a machine learning model, initially in a note book, but eventually transition to building a model with an end point.
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