Iterative has launched Machine Learning Engineering Management an open source model deployment and registry tool.

Also read: Alteryx expands product set, makes data science acquisition A recurring problem By now, the challenges of operationalizing machine learning models are starting to become better understood.

MLOps platform Iterative, which announced a $20 million Series A round almost exactly a year ago, today launched MLEM, an open source Git-based machine learning model management and deployment tool.

The future of machine learning is distributed If you are familiar with ML model deployment, you may know about PMML and PFA. PMML and PFA are existing standards for packaging ML models for deployment.