Kubeflow vs. MLflow — An MLOps Comparison

Figure 1: Kubeflow vs. MLflow — Comparisons

What is MLOps?

Fig 2: Stages in MLOps

What is MLflow?

Why MLflow?

MLflow Components

Fig 3: MLflow Tracking
Fig 4: MLflow Projects
Fig 5: MLflow Models

What is Kubeflow?

Fig 6: Kubeflow

Kubeflow’s components

Kubeflow vs. MLflow

Fig 7: MLflow vs. Kubeflow

Thoughts!

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