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AWS

Automate model deployment to Amazon SageMaker with the DVC Model Registry
DVC provides a Git-based mechanism to automate model deployment from an intuitive web UI.
Tapa Dipti Sitaula
Tapa Dipti Sitaula
August 30, 2023
8 minutes read
Organize Your Storage with DVC Cloud Versioning
DVC cloud versioning makes it easy to take full advantage of your cloud provider’s built-in versioning capabilities.
Dave Berenbaum
Dave Berenbaum
February 22, 2023
6 minutes read
CML Cloud Runners for Model Training in Bitbucket Pipelines
Use CML from a Bitbucket pipeline to provision an AWS EC2 instance and (re)train a machine learning model.
Rob de Wit
Rob de Wit
September 6, 2022
7 minutes read
Syncing Data to AWS S3
We're going to set up an AWS S3 remote in a DVC project.
Milecia McGregor
Milecia McGregor
May 31, 2022
5 minutes read
Moving Local Experiments to the Cloud with Terraform Provider Iterative (TPI) and Docker
Tutorial for easily running experiments in the cloud with the help of Terraform Provider Iterative (TPI) and Docker.
Casper da Costa-Luis
Casper da Costa-Luis
May 24, 2022
4 minutes read
Moving Local Experiments to the Cloud with Terraform Provider Iterative (TPI)
Tutorial for easily moving a local ML experiment to a remote cloud machine with the help of Terraform Provider Iterative (TPI).
Maria Khalusova
Maria Khalusova
May 12, 2022
9 minutes read