Google Cloud Professional Machine Learning Engineer PMLE — Topic 1 Question 175

Question

You have recently trained a scikit-learn model that you plan to deploy on Vertex AI. This model will support both online and batch prediction. You need to preprocess input data for model inference. You want to package the model for deployment while minimizing additional code. What should you do?

Accepted Answer

Correct answer: B. The correct answer is B. Option B: 1. Wrap your model in a custom prediction routine (CPR). and build a container image from the CPR local model.2. Upload your scikit learn model container to Vertex AI Model Registry.3. Deploy your model to Vertex AI E... Google Cloud Batch schedules and runs batch jobs at scale without managing infrastructure. Vertex AI is the unified managed platform to build, train, tune, deploy, and operate ML models.

Google Cloud Professional Machine Learning Engineer PMLE — Question 175