Google Cloud Professional Machine Learning Engineer PMLE — Topic 1 Question 335

Question

You have recently developed a new ML model in a Jupyter notebook. You want to establish a reliable and repeatable model training process that tracks the versions and lineage of your model artifacts. You plan to retrain your model weekly. How should you operationalize your training process?

Accepted Answer

Correct answer: C. The correct answer is C. Option C: 1. Create a managed pipeline in Vertex AI Pipelines to train your model by using a Vertex AI CustomTrainingJobOp component.2. Use the ModelUploadOp component to upload your model to Vertex AI Model Registry.3. Use Clo... Cloud Run runs stateless containers serverlessly and scales to zero, minimizing operational overhead. Vertex AI is the unified managed platform to build, train, tune, deploy, and operate ML models.

Google Cloud Professional Machine Learning Engineer PMLE — Question 335