To understand why MLOps is necessary, consider that machine learning models are actually software. Typically, the models are deployed as REST-based Web services and they go through a development ...

Cloudera’s “magnificent obsession,” that of building a single, universal data platform with a single, unified control plane, is something the company has thought about and worked toward for several ...