Tag: Containers

The Role of Containers on MLOps and Model Production

Container technology has changed the way data science gets done. The original container use case for data science focused on what I call, “environment management”. Configuring...

Achieving Reproducibility with Conda and Domino Environments

Managing “environments” (i.e., the set of packages, configuration, etc.) is a critical capability of any Data Science Platform. Not only does environment setup waste time on-boarding...