aws-samples / amazon-sagemaker-cdk-examples
amazon-sagemaker-cdk-examples uses AWS CDK to simplify common architectures in machine leaning operations using Sagemaker and other AWS services.
☆67Updated 7 months ago
Related projects ⓘ
Alternatives and complementary repositories for amazon-sagemaker-cdk-examples
- A collection of recommended practices to accelerate the building of secure data science environments in regulated environments.☆47Updated last year
- This solution helps you deploy Data Lake Infrastructure on AWS using CDK Pipelines.☆90Updated 2 years ago
- This repository provides AI/ML service(MachineLearning model serving) modernization solution using Amazon SageMaker, AWS CDK, and AWS Ser…☆46Updated 2 months ago
- ☆87Updated last year
- ☆32Updated 8 months ago
- MLOps Pipeline Using SageMaker & CDK, where models are from SageMaker built-in algorithms.☆25Updated 2 months ago
- Sample Jupyter Notebooks for Amazon Augmented AI (A2I)☆69Updated 11 months ago
- ☆57Updated last year
- Sample solution to build a deployment pipeline for Amazon SageMaker.☆12Updated 2 years ago
- Unlocking Creativity: Generative AI with SageMaker Jumpstart☆33Updated last year
- Pre-built examples of Generative AI agents with Bedrock across multiple industries.☆29Updated 2 weeks ago
- The Automated Data Analytics on AWS solution provides an end-to-end data platform for ingesting, transforming, managing and querying data…☆89Updated last month
- ☆26Updated last year
- ☆39Updated 2 months ago
- Build Train and Deploy your own custom container using AWS StepFunctions Data Science SDK☆22Updated 4 years ago
- ☆156Updated 8 months ago
- Amazon SageMaker Edge Manager Workshop☆34Updated 2 years ago
- Some crazy experiments☆31Updated last week
- ☆14Updated 4 months ago
- The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model pro…☆145Updated 2 months ago
- AI_ML_Workshops☆51Updated 4 years ago
- Amazon SageMaker MLOps deployment pipeline for A/B Testing of machine learning models.☆42Updated 3 years ago
- Kubeflow workshop on EKS. Mainly focus on AWS integration examples. Please go check kubeflow website http://kubeflow.org for other exampl…☆97Updated 3 years ago
- aws-solutions-library-samples / guidance-for-a-multi-tenant-generative-ai-gateway-with-cost-and-usage-tracking-on-awsThis Guidance demonstrates how to build an internal Software-as-a-Service (SaaS) platform that provides access to foundation models, like…☆62Updated 2 weeks ago
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆104Updated 2 years ago
- A curated list of references for Amazon SageMaker☆159Updated 10 months ago
- CLI for building Docker images in SageMaker Studio using AWS CodeBuild.☆57Updated 2 years ago
- ☆34Updated this week
- The Improving Forecast Accuracy with Machine Learning solution generates, tests, compares, and iterates on Amazon Forecast forecasts. The…☆42Updated 10 months ago
- This repository features three demos that can be effortlessly integrated into your AWS environment. They serve as a practical guide to le…☆38Updated 5 months ago