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new jupyter and django orm resources
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content/pages/02-development-environments/06-jupyter-notebook.markdown

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is a high-level overview post that starts a series on Jupyter Notebooks.
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This first post covers why a tool like Jupyter Notebook is needed in
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the broader landscape of data science.
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[Part 2](https://ljvmiranda921.github.io/notebook/2020/03/16/jupyter-notebooks-in-2020-part-2/)
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examines the growth of the Jupyter ecosystem and the jump from exploratory
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analysis notebooks to production notebooks.
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* [How to Version Control Jupyter Notebooks](https://nextjournal.com/schmudde/how-to-version-control-jupyter)
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explains how Jupyter Notebooks are stored in JSON, the issues with that

content/pages/03-data/08-django-orm.markdown

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Django ORM with [PostgreSQL](/postgresql.html), which is useful
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when you want to prevent multiple processes from accessing the same
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data at the same time.
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* [Using Django Check Constraints for the Sum of Percentage Fields](https://adamj.eu/tech/2020/03/10/django-check-constraints-sum-percentage-fields/)
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shows how you can combine several `PositiveIntegerField` model
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fields with a checking constraint and a web form that ensures
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all of the fields sum up to a precise amount, such as 100%.
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