Google Cloud Professional Machine Learning Engineer PMLE — Topic 1 Question 247

Question

You built a deep learning-based image classification model by using on-premises data. You want to use Vertex AI to deploy the model to production. Due to security concerns, you cannot move your data to the cloud. You are aware that the input data distribution might change over time. You need to detect model performance changes in production. What should you do?

Accepted Answer

Correct answer: D. The correct answer is D. Option D: Create a Vertex AI Model Monitoring job. Enable feature attribution skew and drift detection for your model. Vertex AI is the unified managed platform to build, train, tune, deploy, and operate ML models.

Google Cloud Professional Machine Learning Engineer PMLE — Question 247