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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
  • Jul 19, 20225 min read
Syncing Data to GCP Storage Buckets
We're going to set up a GCP storage bucket remote in a DVC project.
  • Milecia McGregor
  • Jul 06, 20224 min read
Syncing Data to Azure Blob Storage
We're going to set up an Azure Blob Storage remote in a DVC project.
  • Milecia McGregor
  • Jun 13, 20224 min read
Syncing Data to AWS S3
We're going to set up an AWS S3 remote in a DVC project.
  • Milecia McGregor
  • May 31, 20223 min 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
  • Mar 31, 20227 min read
Running Collaborative Experiments
Sharing experiments with teammates can help you build models more efficiently.
  • Milecia McGregor
  • Dec 13, 20214 min read