Kedro

Kedro is an open-source Python framework for building robust, scalable, and reproducible data pipelines. It provides a standardized project structure and tools for managing machine learning workflows, making it easier to develop, deploy, and maintain data-driven applications.

Features of Kedro:

• Facilitates the creation of modular, reusable, and maintainable data pipelines.
• Provides a standardized project structure to streamline collaboration and deployment.
• Supports seamless integration with popular machine learning frameworks and data platforms.
• Includes a powerful configuration system for handling different environments and parameters.
• Offers visualization tools like Kedro-Viz for better understanding and tracking of data workflows.

For Testing Kedro, run the following commands on your VM:

    $ sudo su

    $ sudo apt update

    $ cd /opt

    $ source venv/bin/activate

    $ kedro --version

  

Disclaimer: Kedro® is an open-source framework developed and maintained by QuantumBlack, a McKinsey company. It is not affiliated with, endorsed by, or sponsored by any other entity. Kedro is provided "as is," without any warranty, express or implied. Users are responsible for adhering to licensing terms and ensuring compliance with applicable regulations while using Kedro.