Perform interactive data processing using Spark in Amazon SageMaker Studio Notebooks

Amazon SageMaker Studio is the first fully integrated development environment (IDE) for machine learning (ML). With a single click, data scientists and developers can quickly spin up Studio notebooks to explore datasets and build models. You can now use Studio notebooks to securely connect to Amazon EMR clusters and prepare vast amounts of data for analysis and reporting, model training, or inference. You can apply this new capability in several ways. For example, data analysts may want to answer a business question by exploring and querying their data in Amazon EMR, viewing the results, and then either alter the initial query or drill deeper into the results.