Which service offers an integrated Jupyter notebook environment for data exploration with no server management?

• A. AWS CloudFormation
• B. Amazon SageMaker
• C. Amazon Rekognition
• D. Amazon Translate

Answer: (B)

Amazon SageMaker provides a browser-based, integrated Jupyter notebook environment for data exploration with no server management. It gives you a ready-to-use workspace where you can load data from S3, run Python code in notebooks, perform exploratory analysis, visualize results, and prototype models without provisioning or maintaining the underlying servers. SageMaker Studio further unifies notebooks, experiments, and resources in a single managed interface, so you don’t manage the infrastructure at all. The other services don’t offer an integrated notebook environment for data exploration: CloudFormation is for provisioning resources, Rekognition analyzes images and videos, and Translate handles language translation.