Run Positron on Amazon SageMaker AI for data science workflows
How-To How to actually use this
What changed: Positron, Posit's IDE for data science, is now available on Amazon SageMaker AI.
How to use it:
- Launch Positron within a SageMaker Studio Space.
- Connect to an Amazon Athena table to explore data directly.
- Validate features using R in the Positron environment.
- Train an XGBoost model in Python from the same workspace.
- Deploy the model as a real-time SageMaker AI endpoint and report results with Quarto.
Good for: data scientists running end-to-end workflows in a governed, cloud-based IDE.
Positron, Posit's IDE for data science, now runs on Amazon SageMaker AI. This post shows how a data scientist explores an Amazon Athena table, validates features in R, trains an XGBoost model in Python, deploys a real-time SageMaker AI endpoint, and reports results with Quarto, all in one governed SageMaker Studio Space.
Read original article on Artificial Intelligence →
