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Lais Carvalho and Matteo Bertucci
Type devroom
a Kedro introduction
Starts on day 2 (2021-02-07) at 15:30 (Brussels time, UTC+1) in room Python (duration 00:30)
Matrix room #python:fosdem.org
Have you ever had issues to share your Jupyter Notebooks? Ever had troubles with code that "works on my machine" only? Do you consider your Research and Development smooth and straightforward? Is your code scalable? Tough questions, I know. But if you've mentally answered 'no' to any of those you could use a tool to help with some of the pain-points of your workflow. Kedro is an open-source Python library that helps data scientists write data pipelines following software engineering best practices from the start. Known as the Django of ML/DS projects, Kedro is an opinionated framework based on cookiecutter data science that allows for modularity and scalability on data science projects.
In this talk, I will explore the workflow of a Kedro project, introduce some of the most outstanding features of the framework, such as the Data Catalog and show how to convert a Jupyter Notebook into a Kedro project, allowing for scalability and team collaboration.