repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · yesterday
aws/amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- PossiblePossibly related (embedding) · 57%Optimize model training on Amazon SageMaker AI with NVIDIA Blackwell →
- PossiblePossibly related (embedding) · 56%Monitor and debug generative AI inference with SageMaker detailed metrics and Insights dashboard on CloudWatch →
- PossiblePossibly related (embedding) · 54%Running ComfyUI workflows on Amazon SageMaker AI processing jobs →
- PossiblePossibly related (embedding) · 53%Amazon SageMaker AI Async Inference now supports inline request payloads →
- PossiblePossibly related (embedding) · 53%Accelerate protein design with BoltzGen on Amazon SageMaker AI →
- PossiblePossibly related (embedding) · 49%Learning budget →
- PossiblePossibly related (embedding) · 48%Buy with AWS: Accelerate cloud procurement on AWS Partner websites - Amazon Web Services (AWS) →
- PossiblePossibly related (embedding) · 47%Need feedback for EC2 project →
Covers
newsOptimize model training on Amazon SageMaker AI with NVIDIA BlackwellnewsMonitor and debug generative AI inference with SageMaker detailed metrics and Insights dashboard on CloudWatchnewsRunning ComfyUI workflows on Amazon SageMaker AI processing jobsnewsAmazon SageMaker AI Async Inference now supports inline request payloadsnewsAccelerate protein design with BoltzGen on Amazon SageMaker AI
Covers (incoming)
newsLearning budgetnewsBuy with AWS: Accelerate cloud procurement on AWS Partner websites - Amazon Web Services (AWS)newsNeed feedback for EC2 projectnewsSageMaker Ground Truth - End of SupportnewsFrom Hugging Face to Amazon SageMaker Studio in one click - Amazon Web Services (AWS)newsStreaming benchmark and recommendation results to MLflow with Amazon SageMaker AInewsDeploying Multi-Turn RL Infrastructure for Amazon Nova on Amazon SageMaker HyperPodnewsFrom Hugging Face to Amazon SageMaker Studio in one clicknewsAWS Weekly Roundup: Claude Sonnet 5 on AWS, Amazon WorkSpaces for AI agents, AWS service availability updates, and more (July 6, 2026)newsMonitoring discriminative ML models using Amazon SageMaker AI with MLflow - Amazon Web Services (AWS)newsMonitoring discriminative ML models using Amazon SageMaker AI with MLflownewsEnhancing enterprise inference on Amazon SageMaker HyperPod with data capture, Hugging Face, NVMe, and Route 53 integrationnewsDeploying quantized models on Amazon SageMaker AI with UnslothnewsFine-tune NVIDIA Nemotron 3 models with Amazon SageMaker AI serverless model customizationnews218 Blog Posts To Learn About Aws Lambda - HackerNoonnewsDeploying quantized models on Amazon SageMaker AI with Unsloth - Amazon Web Services (AWS)newsDisaggregated prefill and decode for LLM inference on SageMaker HyperPod | Artificial Intelligence - Amazon Web Services (AWS)newsAWS Puts SageMaker GPU Decisions Behind a Guided UI - techi.comnewsLaunching UI for generative AI inference recommendations in Amazon SageMaker AI - Amazon Web Services (AWS)newsLaunching UI for generative AI inference recommendations in Amazon SageMaker AInewsUpdates to AWS Certified Machine Learning Engineer – Associate (MLA-C02) - Amazon Web Services (AWS)newsMonitor Amazon SageMaker Pipelines cross-account with custom Amazon CloudWatch dashboardsnewsBuild an explainable next-best-product recommendation system for banking on AWSnewsNVIDIA Nemotron 3.5 Lightning now available in Amazon SageMaker JumpStartnewsNVIDIA Nemotron 3.5 Lightning now available in Amazon SageMaker JumpStart - Amazon Web Services (AWS)
Related across the graph
newsMonitoring discriminative ML models using Amazon SageMaker AI with MLflownewsLaunching UI for generative AI inference recommendations in Amazon SageMaker AInewsFrom Hugging Face to Amazon SageMaker Studio in one click - Amazon Web Services (AWS)newsFrom Hugging Face to Amazon SageMaker Studio in one clicknewsMonitor Amazon SageMaker Pipelines cross-account with custom Amazon CloudWatch dashboardsnewsDeploying quantized models on Amazon SageMaker AI with UnslothnewsBuy with AWS: Accelerate cloud procurement on AWS Partner websites - Amazon Web Services (AWS)newsDisaggregated prefill and decode for LLM inference on SageMaker HyperPod | Artificial Intelligence - Amazon Web Services (AWS)newsNVIDIA Nemotron 3.5 Lightning now available in Amazon SageMaker JumpStart - Amazon Web Services (AWS)newsDeploying Multi-Turn RL Infrastructure for Amazon Nova on Amazon SageMaker HyperPodnewsAWS Puts SageMaker GPU Decisions Behind a Guided UI - techi.comnewsMonitor and debug generative AI inference with SageMaker detailed metrics and Insights dashboard on CloudWatchnewsNeed feedback for EC2 projectnewsAccelerate protein design with BoltzGen on Amazon SageMaker AInewsAmazon SageMaker AI Async Inference now supports inline request payloadsnews218 Blog Posts To Learn About Aws Lambda - HackerNoonnewsBuild an explainable next-best-product recommendation system for banking on AWSnewsFine-tune NVIDIA Nemotron 3 models with Amazon SageMaker AI serverless model customizationnewsLearning budgetnewsAWS Weekly Roundup: Claude Sonnet 5 on AWS, Amazon WorkSpaces for AI agents, AWS service availability updates, and more (July 6, 2026)newsOptimize model training on Amazon SageMaker AI with NVIDIA BlackwellnewsDeploying quantized models on Amazon SageMaker AI with Unsloth - Amazon Web Services (AWS)newsLaunching UI for generative AI inference recommendations in Amazon SageMaker AI - Amazon Web Services (AWS)newsMonitoring discriminative ML models using Amazon SageMaker AI with MLflow - Amazon Web Services (AWS)newsUpdates to AWS Certified Machine Learning Engineer – Associate (MLA-C02) - Amazon Web Services (AWS)newsStreaming benchmark and recommendation results to MLflow with Amazon SageMaker AInewsSageMaker Ground Truth - End of SupportnewsEnhancing enterprise inference on Amazon SageMaker HyperPod with data capture, Hugging Face, NVMe, and Route 53 integrationnewsRunning ComfyUI workflows on Amazon SageMaker AI processing jobsnewsNVIDIA Nemotron 3.5 Lightning now available in Amazon SageMaker JumpStart