MLOps, besides testing and validating code and components, also tests and validates data, data schemas, and models.
In what order are the following phases executed in a machine learning project? I – Selection of ML algorithmII – Data ExplorationIII – Definition of the business use caseIV – Model monitoringV – Model operationalizationVI – Model Development
In addition to CI/CD practiced by DevOps teams, MLOps introduces:
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