Collaboration

Serving Machine Learning Models with MLEM

Once you have a machine learning model that's ready for production, getting it out can be complicated. In this tutorial, we're going to use MLEM to deploy a model as a web API.

Milecia McGregor

July 19, 2022

7 minutes read

Syncing Data to GCP Storage Buckets

We're going to set up a GCP storage bucket remote in a DVC project.

Milecia McGregor

July 6, 2022

6 minutes read

Syncing Data to Azure Blob Storage

We're going to set up an Azure Blob Storage remote in a DVC project.

Milecia McGregor

June 13, 2022

6 minutes read

Syncing Data to AWS S3

We're going to set up an AWS S3 remote in a DVC project.

Milecia McGregor

May 31, 2022

5 minutes read

Preventing Stale Models in Production

We're going to look at how you can prevent stale models from remaining in production when the data starts to differ from the training data.

Milecia McGregor

March 31, 2022

7 minutes read

Running Collaborative Experiments

Sharing experiments with teammates can help you build models more efficiently.

Milecia McGregor

December 13, 2021

5 minutes read