Machine learning and DevSecOps: Inside the OctoML/GitLab integration

1 · · Feb. 23, 2023, 2:44 p.m.
Machine learning can be a powerful tool in software development, but not if it has to live apart from existing engineering workflows. DevSecOps teams, including MLOps, can now integrate OctoML CLI into GitLab’s CI/CD Pipelines to unify workflows and leverage existing deployment and monitoring infrastructure. This integration makes it easier to catch bugs and model performance degradations early in the ML development cycle.  The OctoML Platform is a machine learning model optimization and deploym...