Satsuki Nagae's repositories
aws-mlops-handson
This repository provides a comprehensive ML infrastructure for CTR prediction, focusing on AWS services and offering practical learning experience for MLOps.
prefect-ml-workflow
Example of how to build machine learning training workflow on AWS by Prefect
argo-workflows
Workflow engine for Kubernetes
dask-cloudprovider
Cloud provider cluster managers for Dask. Supports AWS, Google Cloud Azure and more...
data-science-on-aws
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker
dataflow-ops
Project demonstrating how to automate Prefect 2.0 deployments to AWS ECS Fargate
ecs-task-python-watcher
Script that monitors the log of a running ECSTask to check for successful completion.
lambda-ses-vpc-endpoints
Sample project for invoking amazon SES from lambda in private subnet
prefect-ecs-task-flow
How to Run Prefect Flow as ECS Task
prefect-github-actions
Automate deployment registration with Prefect Cloud using GitHub Actions.
system-architecture-principles-python
Python code for 'Principles of the Systems Architecture'