Here’s the translation to American English:
AWS has released significant updates for Amazon SageMaker Unified Studio, a platform that integrates data tools for analytics and machine learning. The recent addition of the Code Editor, along with the multi-space feature, promises to optimize workflow for developers and data scientists.
The new Code Editor, based on Visual Studio Code (VSCode), provides a lightweight yet powerful environment. This workspace includes advanced functionalities such as debugging tools and extensive access to extensions. Thanks to these features, development teams can enhance their productivity using a familiar interface. Additionally, the editor promotes collaboration by allowing integration with version control systems like GitHub, GitLab, and Bitbucket, thereby improving team workflow management.
The multi-space capability enables users to manage parallel workflows, each with different computational requirements. Each space operates in isolation and is linked to a specific application instance, providing flexibility to access various applications simultaneously and optimizing resource organization.
Among the notable features of the Code Editor is a fully managed infrastructure that ensures ongoing updates and security patches. Users have the ability to adjust computing resources according to their needs, choosing from different instance types and volume sizes, resulting in greater adaptability in the work environment.
To demonstrate the impact of these innovations, AWS has shared practical examples of how to develop a machine learning pipeline using the Code Editor. This set of tools allows users to upload and run Jupyter notebooks, facilitating the automation of key stages of the machine learning lifecycle, such as model building, training, and evaluation.
With these new implementations, AWS aims not only to simplify the work of developers but also to foster a more active community around machine learning and artificial intelligence, ensuring that solutions are implemented more quickly and effectively.
Source: MiMub in Spanish
