Compare Apache Zeppelin vs. Mbed Studio in 2025

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Description

A web-based notebook facilitates interactive data analytics and collaborative documentation using SQL, Scala, and other languages. With an IPython interpreter, it delivers a user experience similar to that of Jupyter Notebook. The latest version introduces several enhancements, including a dynamic form at the note level, a note revision comparison tool, and the option to execute paragraphs sequentially rather than simultaneously, as was the case in earlier versions. Additionally, an interpreter lifecycle manager ensures that idle interpreter processes are automatically terminated, freeing up resources when they are not actively being utilized. This improvement not only optimizes performance but also enhances the overall user experience.

Description

Mbed Studio is a no-cost integrated development environment designed for creating applications and libraries for Mbed OS, encompassing all necessary tools and dependencies in one convenient package that enables you to develop, compile, and debug your Mbed projects directly from your desktop. You can build your applications using Mbed OS, effortlessly toggling between various predefined build profiles tailored for development, debugging, or release stages. The inclusion of API auto-completion makes coding much more streamlined, and you can easily check hardware-specific configurations like pin mappings corresponding to your chosen platform. As Mbed OS receives updates that introduce new features, enhance code size, and resolve issues, Mbed Studio keeps you informed about these updates, ensuring your application can take advantage of the latest improvements. Additionally, drivers and libraries available on mbed.com can also be updated to enhance functionality. You can create IoT products that are manageable throughout their entire lifecycle, and Mbed accounts provide access to a complimentary tier of Pelion device management services, enabling you to connect and oversee as many as 100 devices seamlessly. This comprehensive environment empowers developers to innovate and streamline their IoT solutions effectively.