Latest updates for Amazon Sagemaker Studio

Fresh curated links around Amazon SageMaker Studio are collected here so marketers can spot useful updates and turn timely ideas into posts faster.

Recent items include:

  • Developers can now access SageMaker Studio through the new AWS experience
  • Manage Amazon SageMaker HyperPod Spaces directly from SageMaker Studio
  • Discover and govern Snowflake data using SageMaker Unified Studio

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aws.amazon.com /2 days ago

Developers can now access SageMaker Studio through the new AWS experience

New Amazon SageMaker AI customers can now land in a fully configured SageMaker Studio environment in only a few steps. Sign up with an identity you already have, such as Amazon, Ap...

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aws.amazon.com /2 weeks ago

Manage Amazon SageMaker HyperPod Spaces directly from SageMaker Studio

Data scientists and ML engineers can now create, configure, start, stop, and open Amazon SageMaker Spaces on SageMaker HyperPod EKS clusters directly from SageMaker Studio. Launch...

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aws.amazon.com /1 month ago

Discover and govern Snowflake data using SageMaker Unified Studio

Connect Snowflake to Amazon SageMaker Unified Studio to build a unified data catalog. Query federated Snowflake tables without moving data, publish enriched assets to SageMaker Cat...

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aws.amazon.com /1 month ago

Run Positron on Amazon SageMaker AI for data science workflows

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 XG...

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aws.amazon.com /1 month ago

Deploy Hugging Face models on Amazon SageMaker AI with coding agents

Deploy production-ready Hugging Face models on Amazon SageMaker AI using six open-source agent skills. Point a coding agent at a model and get back a real-time endpoint with the ri...

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aws.amazon.com /1 month ago

Bring your own model with Amazon SageMaker AI: Script mode in SDK v3

The SageMaker Python SDK v3 redesigns script mode with unified ModelTrainer and ModelBuilder classes. This post walks through two end-to-end examples, a scikit-learn Random Forest...

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aws.amazon.com /4 weeks ago

Announcing Spark Connect on Amazon EMR on EC2: Interactive PySpark anywhere

Amazon EMR on EC2 now supports Spark Connect, so you can develop and debug PySpark interactively from Amazon SageMaker Unified Studio Data Notebooks or your own IDE while Spark run...

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aws.amazon.com /1 week ago

Deploy and evaluate models with Amazon SageMaker JumpStart

Learn how to deploy an available model from Amazon SageMaker JumpStart, run a lightweight and repeatable performance test using the SageMaker Python SDK, and delete the endpoint wh...

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aws.amazon.com /1 week ago

Meta’s Muse Spark Open now available in Amazon SageMaker JumpStart

Muse Spark Open, Meta's coding-optimized open-weight model, is now available in Amazon SageMaker JumpStart. Deploy it to a SageMaker AI endpoint in your own AWS account using SageM...

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prweb.com /1 month ago

Positron on Amazon SageMaker: Posit brings its R and Python IDE to SageMaker Studio

Now in Preview, Positron on Amazon SageMaker gives R and Python teams a single, governed environment that runs entirely inside their own AWS environment. HOUSTON, Sept. 15, 2026 /P...

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aws.amazon.com /1 month ago

Connect Amazon SageMaker Unified Studio to Microsoft Power BI – Part 1: IAM Identity Center (IDC)-based domains

Connect Microsoft Power BI directly to governed data in Amazon SageMaker Unified Studio using new authentication modes in the Amazon Athena ODBC driver, with no third-party ODBC-JD...

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aws.amazon.com /3 days ago

Amazon SageMaker JumpStart: 2026 year-to-date in review

Amazon SageMaker JumpStart onboarded over 100 new models from 30 providers in the first three quarters of 2026. This recap covers the model-onboarding highlights and JumpStart enha...

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aws.amazon.com /1 week ago

Deploy decision models with llama.cpp on Amazon SageMaker AI

Learn how to deploy decision models with llama.cpp on Amazon SageMaker AI. This technical how-to serves OpenAI-compatible chat completions with the AWS Deep Learning Container for...

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aws.amazon.com /1 month ago

Connect Amazon SageMaker Unified Studio to Microsoft Power BI – Part 2: IAM-based domains

Connect Microsoft Power BI directly to governed data in Amazon SageMaker Unified Studio using the Amazon Athena ODBC driver. Part 2 covers IAM-based domains with SageMakerIam authe...

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aws.amazon.com /3 weeks ago

Accelerate multimodal RL training with SkyRL on Amazon SageMaker HyperPod

Learn how to run SkyRL, an open-source reinforcement learning framework, on Amazon SageMaker HyperPod to post-train a Qwen3-VL-8B vision-language model with GRPO. This walkthrough...

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aws.amazon.com /1 month ago

Introducing new Ray capabilities on SageMaker HyperPod

Amazon SageMaker HyperPod now offers managed Ray support on Amazon EKS. Create and monitor Ray clusters, connect JupyterLab and Code Editor notebooks to live clusters, get out-of-t...

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aws.amazon.com /3 weeks ago

Generate images and video with vLLM-Omni on SageMaker AI – Part 2

Deploy two generative media models from one AWS vLLM-Omni Deep Learning Container on Amazon SageMaker AI. Generate an image with FLUX.2-klein through real-time inference, then anim...

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aws.amazon.com /3 weeks ago

Build real-time voice applications with vLLM-Omni on SageMaker AI – Part 1

Deploy a text-to-speech model on Amazon SageMaker AI with the AWS vLLM-Omni Deep Learning Container and stream generated speech over a persistent bidirectional connection. This Par...

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aws.amazon.com /2 weeks ago

New agent skill: Amazon SageMaker optimized generative AI inference for your coding agent

Amazon SageMaker optimized generative AI inference introduces the aws-ai-ml skill through the Agent Toolkit for AWS, giving coding agents like Kiro, Claude Code, and Codex deep exp...

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aws.amazon.com /1 month ago

Deploying Qwen3.8-2.4T-A95B on Amazon SageMaker HyperPod with vLLM

Learn how to deploy Qwen3.8-2.4T-A95B, a 2.4-trillion-parameter open-weight model, on Amazon SageMaker HyperPod with vLLM. This walkthrough covers cluster provisioning, NVFP4 quant...

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aws.amazon.com /1 month ago

How ZS democratized secure ad-hoc analytics with Amazon SageMaker

Learn how ZS built a security-hardened Amazon SageMaker platform that balances developer agility with healthcare-grade governance, serving 1,000+ daily active users across 200+ Sag...

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aws.amazon.com /1 month ago

Build an AI-powered product tagging system with Amazon SageMaker serverless model customization

Manually tagging thousands of catalog products is slow and inconsistent. This walkthrough shows how to customize Qwen3-8B with supervised fine-tuning (SFT) and reinforcement learni...

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aws.amazon.com /4 weeks ago

Speaker-labeled transcription with WhisperX on SageMaker AI

The AWS WhisperX Deep Learning Container packages Whisper, wav2vec2 forced alignment, and speaker diarization into a GPU-ready image. Learn how to deploy it to Amazon SageMaker AI...

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aws.amazon.com /3 weeks ago

Enforce IAM permissions boundaries for Amazon SageMaker Unified Studio Tooling blueprints

Amazon SageMaker Unified Studio now supports custom permissions boundaries for the IAM roles its Tooling blueprint creates. Learn how to create a permissions boundary that restrict...

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