dylan-tong-aws / aws-serverless-ml-pipelineLinks
A serverless framework for continuous machine learning pipeline automation
☆14Updated 5 years ago
Alternatives and similar repositories for aws-serverless-ml-pipeline
Users that are interested in aws-serverless-ml-pipeline are comparing it to the libraries listed below
Sorting:
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆105Updated 3 years ago
- Build Train and Deploy your own custom container using AWS StepFunctions Data Science SDK☆23Updated 5 years ago
- Materials for a 2-day instructor led course on applying machine learning☆200Updated 4 years ago
- A collection of recommended practices to accelerate the building of secure data science environments in regulated environments.☆49Updated 2 years ago
- Open innovation with 60 minute cloud experiments on AWS☆87Updated last year
- Sample Jupyter Notebooks for Amazon Augmented AI (A2I)☆74Updated 2 years ago
- Amazon SageMaker MLOps deployment pipeline for A/B Testing of machine learning models.☆44Updated 4 years ago
- Amazon SageMaker examples for prebuilt framework mode containers, a.k.a. Script Mode, and more (BYO containers and models etc.)☆171Updated last year
- The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model pro…☆155Updated 5 months ago
- Amazon SageMaker Solution for explaining credit decisions.☆98Updated 2 years ago
- As customers move from building data lakes and analytics on AWS to building machine learning solutions, one of their biggest challenges i…☆63Updated 7 years ago
- This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection☆63Updated 2 years ago
- Sample code and datasets for Amazon Fraud Detector☆82Updated 2 years ago
- ☆25Updated 2 years ago
- Step Functions Data Science SDK for building machine learning (ML) workflows and pipelines on AWS☆292Updated 7 months ago
- ☆137Updated last year
- A step-by-step guide that shows how to do text classification by run training/inference for a custom model in Amazon SageMaker☆109Updated 5 years ago
- End to end code samples for training an object detection model in Amazon SageMaker using the built-in SSD algorithm and running it on AWS…☆40Updated 4 years ago
- Kubeflow workshop on EKS. Mainly focus on AWS integration examples. Please go check kubeflow website http://kubeflow.org for other exampl…☆99Updated 4 years ago
- AI_ML_Workshops☆52Updated 5 years ago
- Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker☆325Updated 2 years ago
- Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.☆100Updated last year
- Machine Learning Ops Workshop with SageMaker: lab guides and materials.☆332Updated 4 years ago
- Learn Amazon SageMaker☆105Updated 3 weeks ago
- ☆95Updated 4 years ago
- ☆89Updated 3 years ago
- This repository shows a sample example to build, manage and orchestrate Machine Learning workflows using Amazon Sagemaker and Apache Airf…☆138Updated 4 years ago
- Repository for AWS Glue Workshop☆32Updated 2 years ago
- ☆33Updated last year
- This solution helps you deploy Data Lake Infrastructure on AWS using CDK Pipelines.☆99Updated 3 years ago