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Transforming a Jupyter Notebook into a Reproducible Pipeline for ML Experiments

PyCon US via YouTube

Overview

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This talk shows data scientists how to turn a notebook prototype into a reproducible pipeline for machine-learning experiments. Using a text-to-image project, it covers splitting a notebook into modules, running experiments with Git and DVC, and comparing results.

Syllabus

Talks - Rob de Wit: Transforming a Jupyter Notebook into a reproducible pipeline for ML experiments

Taught by

PyCon US

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