Going to Production with Github Actions, Metaflow and AWS SageMaker

1

Metaflow

Github Actions, Metaflow and AWS SageMaker are awesome technologies by themselves however they are seldom used together in the same sentence, even less so in the same Machine Learning project.

#Workflow Automation #DevOps Tools #Workflows 12 social mentions

2

GitHub Actions

Github Actions, Metaflow and AWS SageMaker are awesome technologies by themselves however they are seldom used together in the same sentence, even less so in the same Machine Learning project.

#DevOps Tools #Continuous Integration #Continuous Deployment 275 social mentions

3

AWS Step Functions

Although it's worth mentioning that AWS Step Functions is being pushed by Metaflow as the workflow orchestrator of choice if we really want one that that is robust and easy to use. Metaflow has an official Step Functions integration available. Yes this is also a topic that I'd like to cover in a future post.

#Project Management #Workflow Automation #Web Service Automation 57 social mentions