What should you know about AI Data Questions in SageMaker: When Not to Automate?
https://www.razvantodica.com/blog/ai-business-thursday-2026-10-08-b311aa69
#CodeOnRoids #ThursdayPost #AiDataQuestions #AmazonSagemaker

What should you know about AI Data Questions in SageMaker: When Not to Automate?
https://www.razvantodica.com/blog/ai-business-thursday-2026-10-08-b311aa69
#CodeOnRoids #ThursdayPost #AiDataQuestions #AmazonSagemaker
Amazon SageMaker introduces Instance preference lists, allowing users to automatically find GPU capacity from a list of preferred options, reducing wait times and enhancing model development. 🚀🤖 #AmazonSageMaker #AI #GPU #CapacityManagement
Amazon SageMaker HyperPod introduces model caching for faster inference pod startup times. Pre-loading weights and images onto nodes reduces cold start latency significantly. 🚀🤖 #AmazonSageMaker #MachineLearning #CloudComputing
Boost catalog navigation with Amazon SageMaker serverless model customization. Generate consistent tags for thousands of SKUs efficiently. #AmazonSageMaker #AI #MachineLearning 🛒🔍
Amazon SageMaker Inference introduces prefix-aware routing, sending requests with the same beginning to the same instance for cache reuse. Significant performance boosts shown in benchmarks. #AmazonSageMaker #MachineLearning #AI 🚀
Alibaba's Qwen3.8-2.4T-A95B model is now open weights, ready for the most demanding tasks. Deploy on Amazon SageMaker HyperPod using vLLM for high performance and control. #Alibaba #Qwen38 #AmazonSageMaker #vLLM
🆕 Amazon SageMaker now supports Iceberg REST Catalog and IAM for Amazon DocumentDB, letting data teams connect without storing credentials, boosting security and governance, all at no extra cost.
Amazon SageMaker Unified Studio now supports two new connection capabilities: Iceberg REST Catalog connections and IAM authentication for Amazon DocumentDB
Amazon SageMaker Unified Studio now supports two new connection capabilities: (1) Iceberg REST Cata...
Amazon SageMaker HyperPod makes FM workload management easier by offering managed compute and Amazon EKS integrated capabilities. The open source control plane, HyperPod InstantStart, streamlines cluster creation and operational workflows for better efficiency. #AmazonSageMaker #HyperPod
🆕 Amazon EMR on EKS now supports Spark Connect for interactive Spark sessions, letting data engineers develop and debug in SageMaker and IDEs like Jupyter, with persistent contexts and IAM roles. Available from EMR 7.14 and emr-spark-8.1.0.
Run interactive workloads on Amazon EMR on EKS with Spark Connect
Amazon EMR on EKS now supports interactive Apache Spark sessions with Spark Connect. Data engineers and data scientists can develop and debug Apache Spark applications interactively fro...
ZS Associates built a security-hardened Amazon SageMaker platform balancing developer agility with strict governance, serving 1,000+ users. 🛡️🔒 #AmazonSageMaker #ML #SecurityGovernance
Salesforce achieves Multi-AZ HA with Amazon SageMaker AI Inference Components. New SchedulingConfig parameter ensures IC endpoint availability across AZs. 🚀🔒 #Salesforce #AmazonSageMaker #AI #HA
"Amazon SageMaker Feature Store introduces BatchWriteRecord and ListRecords APIs for efficient record ingestion and discovery. 🚀🔍 #AmazonSageMaker #MachineLearning #DataManagement"
🆕 Amazon SageMaker now supports ODBC for Power BI, allowing direct data access via Amazon Athena ODBC driver, adding a free, native connection path for analysts in all supported AWS Regions.
#AWS #AmazonSagemaker #AwsIamIdentityCenter #AmazonSagemakerStudio #AmazonAthena
Amazon SageMaker Unified Studio now supports ODBC connections for Microsoft Power BI and other analytics tools
Amazon SageMaker Unified Studio now supports ODBC connections, so data users can connect Microsoft Powe...
#AWS #AmazonSagemaker #AwsIamIdentityCenter #AmazonSagemakerStudio #AmazonAthena
🆕 Amazon SageMaker HyperPod now supports model caching to speed up inference autoscaling and reduce cold starts by pre-loading model weights and container images, cutting scale-out time by 60% and image-pull time by 97%. Available in all regions with HyperPod.