midMLOps
What is Kubeflow?
Updated May 17, 2026
Short answer
Kubeflow is a Kubernetes-based platform for ML workflows.
Deep explanation
It enables scalable ML pipelines, training, and deployment on Kubernetes clusters.
Real-world example
Running distributed training jobs on Kubernetes.
Common mistakes
- Overcomplicating small projects with Kubeflow.
Follow-up questions
- Why Kubernetes in ML?
- Alternatives?