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on SageMaker

Talkat AWS Summit Atlanta 2022 · 2022-05-18..05-19· [data-science, python]
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slides:none on file

RStudio runs as a fully managed IDE on SageMaker that you enable by adding and bring your RStudio enterprise license to AWS License Manager and creating a new SageMaker domain. Sessions mount the same EFS as Studio, can scale compute per session (choose instance type, spin up distributed training with SageMaker or XGBoost containers), read/write S3, call SageMaker Processing and Training APIs from R, log to CloudWatch, use KMS/SSO, and deploy models (Plumber); Data Wrangler isn’t embedded.

AI-written summary · about

  1. 0:00Start
  2. 1:16Rstudio
  3. 2:37Agenda
  4. 4:32Variable View
  5. 8:50Features
  6. 20:57Demo
  7. 22:10Create a Sagemaker Domain
  8. 27:01File Structure
  9. 33:49Hands-on Workshops
  10. 40:10Pricing and Licensing
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