ZenML is an open-source MLOps system for building portable, production-ready ML pipelines that run on any cloud or infrastructure. It abstracts away infrastructure complexity, allowing teams to write ML pipelines once and deploy them to Kubeflow, Vertex AI, SageMaker, or any other orchestrator. ZenML provides a standardised way to build reproducible, maintainable ML workflows.
- Cloud-agnostic pipelines
- Stack abstraction
- Pipeline versioning
- Integration with 50+ MLOps tools
- Role-based access control
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