Providing hands-on walkthroughs of new library modules, visualization techniques, and strategies for attacking existing problems.Presenting analyses I’ve completed, demonstrating both the code and the output for them in tidy, concise cells that can be easily turned into slides.Designing, developing, and testing solutions to problems I’m working on using notebooks’ REPR capabilities.Some of the applications I use most include: Jupyter notebooks have a wealth of different uses including as a testing ground for development work, a presentation platform, and more. They are open-source web applications that allow a developer or data scientist to create documents that show the output of code written in multiple languages (i.e., Julia, Python, R), and which can be annotated with writing and visualizations. Brian walked attendees of PyData New York City 2019 through the process of putting Jupyter notebooks in a Dockerfile last month.Īs a data scientist, Jupyter notebooks are an invaluable tool that aid my day-to-day work in many ways.
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