Jupyter notebook is the most popular interactive development environment among data scientists. While there are one-off tasks e.g. data exploration where Jupyter notebook along is enough, many data scientists are having a hard time maintaining their long-running data pipelines for refreshing reports, dashboards, and machine learning models.

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