Video: Using DVC to Store Data Science Artifacts in Azure

THE VIDEO

THE SYNOPSIS

In this video, we introduce DVC, a tool for version control management of data science and machine learning artifacts. We learn why Git isn’t the best place to store those large data files, how DVC integrates with Git, and how you can save your files in Azure Blob Storage.

LINKS AND ADDITIONAL INFORMATION

All of these videos are on behalf of Catallaxy Services, LLC, my consulting company where I help customers on problems all across the data platform space.

Links

• GitHub repo
• git-filter-branch (the command you shouldn’t use)
• git-filter-repo (a quite useful tool)
• GitHub file size limits
• git-lfs
• git-lfs GitHub repo
• git-lfs implementations
• Chocolatey
• DVC documentation
• DVC in Visual Studio Code