Implement MLOps with Kubeflow Pipelines

2 · Red Hat · Jan. 25, 2024, 7:37 a.m.
MLOps, short for machine learning operations, is a set of practices and tools that combines DevOps principles applied to the development cycle of artificial intelligence applications. Kubeflow Pipelines is an open source platform for implementing MLOps, providing a framework for building, deploying, and managing machine learning workflows in a scalable, repeatable, secure, and cloud-oriented manner on Kubernetes. With the ability to drive agility and efficiency in the development and deployment ...