Does Vertex AI support training models using open-source frameworks like TensorFlow, PyTorch, or scikit-learn?

Direct Answer (Verified)Reviewed by Sunny (Senior Cloud Engineer)

Correct Answer: Yes, it provides pre-built containers and custom training options for all major ML frameworks

Vertex AI supports custom model training, allowing data scientists to run their own training scripts using popular frameworks like TensorFlow, PyTorch, or scikit-learn in custom co...

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Real Exam ScenarioVertex AI

Does Vertex AI support training models using open-source frameworks like TensorFlow, PyTorch, or scikit-learn?

โœ“ Correct Answer & ExplanationVertex AI

Correct Answer

Yes, it provides pre-built containers and custom training options for all major ML frameworks

Why This Answer Is Correct

Vertex AI supports custom model training, allowing data scientists to run their own training scripts using popular frameworks like TensorFlow, PyTorch, or scikit-learn in custom containers.

๐Ÿ“š What This Question Tests

This question evaluates your knowledge of Vertex AI โ€” a core concept tested in Associate Cloud Engineer. Understanding Vertex AI is essential for designing scalable, secure, and cost-effective cloud architectures. Mastery of this topic will help you answer scenario-based questions confidently on exam day.