CuraDevOps

tag: Machine-Learning · 3 items

Learn AWS TorchNeuron: Native PyTorch for Trainium (Public Beta)
2026-10-21 · AWS What's New · source ↗ #aws#machine-learning#trainium
  • Platform/SRE — Skip
  • CI/CD — Skip
  • Leader — Learn: Public beta of a native PyTorch backend for AWS Trainium chips; worth monitoring as a potential cost-efficiency alternative to GPU-based training if the org has AI/ML workloads, but no adoption decision warranted at beta stage.
  • Signals: pre-GA (alpha/beta/RC/preview)
Learn archived SageMaker Unified Studio CI/CD adds notebook promotion and AI manifest generation
2026-09-03 · AWS What's New · source ↗ #sagemaker#machine-learning#notebook-promotion
  • Platform/SRE — Skip
  • CI/CD — Learn: New GA capabilities in SageMaker Unified Studio’s open-source CI/CD toolkit: AI-assisted manifest authoring and in-place notebook promotion across dev/test/prod accounts. Worth reviewing if the org runs ML workflows on SageMaker, but no pipeline changes required today.
  • Leader — Skip
Learn archived OpenAI privacy-filter PII detection model available on SageMaker JumpStart
2026-07-14 · AWS What's New · source ↗ #machine-learning#data-privacy#aws
  • Platform/SRE — Skip
  • CI/CD — Skip
  • Leader — Learn: A GA PII-detection model now deployable on SageMaker JumpStart could inform data-sanitization strategy for teams handling sensitive data in ML pipelines; worth tracking as a build-vs-buy option against custom NER approaches.