aws-samples / amazon-sagemaker-from-idea-to-production
☆292Updated this week
Alternatives and similar repositories for amazon-sagemaker-from-idea-to-production:
Users that are interested in amazon-sagemaker-from-idea-to-production are comparing it to the libraries listed below
- ☆221Updated 6 months ago
- Scale complete ML development with Amazon SageMaker Studio☆151Updated 3 months ago
- A curated list of references for Amazon SageMaker☆164Updated last year
- ☆131Updated 9 months ago
- Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker☆308Updated last year
- Amazon SageMaker Local Mode Examples☆252Updated last week
- MLOps workshop with Amazon SageMaker☆97Updated 5 months ago
- ☆88Updated 2 years ago
- ☆286Updated 3 months ago
- ☆59Updated last year
- ☆84Updated 9 months ago
- ☆38Updated last week
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆104Updated 2 years ago
- This repository contains sample code demonstrating various use cases leveraging Amazon Bedrock and Generative AI. Each sample is a separa…☆343Updated last month
- MLOps example using Amazon SageMaker Pipeline and GitHub Actions☆71Updated 9 months ago
- MLOps on AWS using Amazon SageMaker Pipelines☆28Updated last year
- Support code for building and running Amazon SageMaker compatible Docker containers based on the open source framework Scikit-learn (http…☆176Updated last month
- Generative AI Application Builder on AWS facilitates the development, rapid experimentation, and deployment of generative artificial inte…☆203Updated last week
- Hands-on end-to-end workshop to explore Amazon SageMaker.☆54Updated last year
- amazon-sagemaker-cdk-examples uses AWS CDK to simplify common architectures in machine leaning operations using Sagemaker and other AWS s…☆68Updated 10 months ago
- ☆14Updated 6 months ago
- ☆30Updated 4 months ago
- Managing your machine learning lifecycle with MLflow and Amazon SageMaker☆149Updated 2 months ago
- ☆29Updated 2 months ago
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆138Updated last week
- Hands-on workshop for distributed training and hosting on SageMaker☆131Updated this week
- Repository for training and deploying Generative AI models, including text-text, text-to-image generation and prompt engineering playgrou…☆139Updated 3 weeks ago
- Secure and scalable MLOps platform on AWS using Terraform.☆38Updated 3 months ago
- Amazon SageMaker examples for prebuilt framework mode containers, a.k.a. Script Mode, and more (BYO containers and models etc.)☆171Updated last year
- Foundation model benchmarking tool. Run any model on any AWS platform and benchmark for performance across instance type and serving stac…☆224Updated this week