Productionizing ML Models with Cookiecutter

A presentation at ChiPy Data Special Interest Group Meeting in June 2019 in Chicago, IL, USA by Katie Simmons

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https://github.com/katie-simmons/productionizing-ml-models

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https://github.com/katie-simmons/productionizing-ml-models I am Katie Simmons https://github.com/katie-simmons/productionizing-ml-models

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● Python web framework ● Create REST API ● Predict endpoint POSTed JSON, returns JSON w/prediction ● Python command line utility ● Generate project boilerplate ● Jinja2 templating https://github.com/katie-simmons/productionizing-ml-models

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👍 👍 Data Scientist creates a new application from scratch over a few days to a week 😱 https://github.com/katie-simmons/productionizing-ml-models 😬

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👍 👍 https://github.com/katie-simmons/productionizing-ml-models 👍 👍

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https://github.com/katie-simmons/productionizing-ml-models

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https://github.com/katie-simmons/productionizing-ml-models

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https://github.com/katie-simmons/productionizing-ml-models

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https://github.com/katie-simmons/productionizing-ml-models

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https://github.com/katie-simmons/productionizing-ml-models Any questions? https://cookiecutter.readthedocs.io/en/latest/readme.html