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What We Learned from Papermill to Operationalize Notebooks

PyCon US via YouTube

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Explore the journey of operationalizing Jupyter notebooks through this PyCon US talk. Discover how Alan Yu and Vasu Bhog leveraged nteract's papermill for notebook parameterization, execution, and analysis. Learn about their approach to internal troubleshooting, and witness demonstrations of various parameterization techniques, including Notebook URI Parameterization and Global Parameterization. Gain insights into the "Run with Parameters" action and understand how these tools can empower on-call developers. Delve into the speakers' experiences of collaborating with the open source community to enhance notebook automation and streamline troubleshooting pipelines.

Syllabus

Intro
Internal troubleshooting
Parameterization Demos
Notebook URI Parameterization
Run with Parameters Action
Global Parameterization
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PyCon US

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