Question 1
UnclassifiedKubeflow is best described as which of the following?
Correct answer: A
Explanation
Kubeflow is not just a notebook server; it is a machine learning platform for Kubernetes. A Python notebook server for interactive data analysis only describes Jupyter-style tools, not Kubeflow, which is used to build, deploy, and manage ML workflows.
Why each option is right or wrong
A. A Kubernetes-native platform for orchestrating ML pipelines and serving models
B. A Python notebook server for interactive data analysis only
Kubeflow is an open-source machine learning platform built to run on Kubernetes, designed for end-to-end ML workflows such as training, tuning, serving, and pipeline orchestration. The description of a Python notebook server for interactive analysis matches Jupyter Notebook/JupyterLab, not Kubeflow; Kubeflow’s components include Pipelines, Katib, and training operators rather than a notebook-only environment.
C. A SQL database for storing structured application data
D. A code review tool for managing software pull requests