Sofian Hamiti's repositories
amazon-sagemaker-github-actions-mlflow
5 Simple Steps to MLOps with GitHub Actions, MLflow, and SageMaker Pipelines
amazon-sagemaker-pipelines-mlflow
Step-by-step guide to using MLflow in a SageMaker MLOps project
amazon-sagemaker-pipelines-serverless-inference
Deploying a serverless inference service with Amazon SageMaker Pipelines, AWS Lambda, Amazon API Gateway, and CDK
end-to-end-transformers
end-to-end Transformers workflow with Amazon SageMaker
amazon-ecs-nvidia-triton-cdk
Step-by-step guide to Triton deployment on ECS using CDK
aws-lambda-multi-model-express-workflow
Deploying a Multi-Model Inference Service With AWS Lambda, Synchronous Express Workflows, Amazon API Gateway, and CDK
amazon-sagemaker-studio-image-pipeline
Step-by-step guide to continuous delivery of Custom Images in a Studio domain
amazon-sagemaker-notebook-instance-lifecycle-config-theia
Install the Theia IDE on Amazon SageMaker Notebook Instances using a Lifecycle Configuration
aws-service-catalog-sagemaker-studio
Enabling self-service provisioning of Amazon SageMaker Studio resources
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
amazon-sagemaker-hpo-aws-lambda-locust
Optimizing the Price-Performance Ratio of a Serverless Inference Service with Amazon SageMaker
invokust
A wrapper for locust to allow running load tests in python or on AWS Lambda