aws-samples / aws-stepfunctions-byoc-mlops-using-data-science-sdkLinks
Build Train and Deploy your own custom container using AWS StepFunctions Data Science SDK
☆23Updated 5 years ago
Alternatives and similar repositories for aws-stepfunctions-byoc-mlops-using-data-science-sdk
Users that are interested in aws-stepfunctions-byoc-mlops-using-data-science-sdk are comparing it to the libraries listed below
Sorting:
- A collection of recommended practices to accelerate the building of secure data science environments in regulated environments.☆49Updated 2 years ago
- ☆144Updated 2 years ago
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆105Updated 3 years ago
- Step Functions Data Science SDK for building machine learning (ML) workflows and pipelines on AWS☆292Updated 6 months ago
- Materials for a 2-day instructor led course on applying machine learning☆200Updated 4 years ago
- Sample Jupyter Notebooks for Amazon Augmented AI (A2I)☆74Updated last year
- amazon-sagemaker-cdk-examples uses AWS CDK to simplify common architectures in machine leaning operations using Sagemaker and other AWS s…☆68Updated 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
- Creates a CloudFormation template that uses AWS StepFunctions to automate the building and training of Sagemaker custom models based on S…☆165Updated 5 years ago
- A serverless framework for continuous machine learning pipeline automation☆14Updated 5 years ago
- AI_ML_Workshops☆52Updated 5 years ago
- Amazon SageMaker MLOps deployment pipeline for A/B Testing of machine learning models.☆44Updated 4 years ago
- ☆136Updated last year
- ☆89Updated 2 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
- As customers move from building data lakes and analytics on AWS to building machine learning solutions, one of their biggest challenges i…☆63Updated 6 years ago
- Machine Learning Ops Workshop with SageMaker: lab guides and materials.☆332Updated 4 years ago
- CLI for building Docker images in SageMaker Studio using AWS CodeBuild.☆57Updated 3 years ago
- Tools to run Jupyter notebooks as jobs in Amazon SageMaker - ad hoc, on a schedule, or in response to events☆145Updated 2 years ago
- ☆53Updated 2 years ago
- Natural Language Processing on AWS Workshop☆53Updated 6 years ago
- This solution helps you deploy Data Lake Infrastructure on AWS using CDK Pipelines.☆98Updated 3 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
- ☆33Updated last year
- Sample code and datasets for Amazon Fraud Detector☆82Updated 2 years ago
- Amazon SageMaker Solution for explaining credit decisions.☆98Updated 2 years ago
- How to train a custom NLP classifier with AWS Comprehend?☆28Updated 5 years ago
- Amazon SageMaker Local Mode Examples☆262Updated 6 months ago
- Experiment tracking and metric logging for Amazon SageMaker notebooks and model training.☆127Updated last year
- Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker☆323Updated 2 years ago