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Example of producticzation process of a Data Science Jupiter notebook

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titanic-clean-code

Example of productization process of a Data Science Jupiter notebook

The productized data transformations are here

The history of this repo shows the refactoring / productization process step by steps

Userful commands

To convert notebook into long python script execute:

python3 -m jupytext --to py ./notebooks/titanic-prod.ipynb 

To execute ml_pipeline

python3 ml_pipeline.py run

Result

Exploration notebook transformed into Machine Learning pipeline ml_pipeline

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Example of producticzation process of a Data Science Jupiter notebook

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