Google Cloud Professional Machine Learning Engineer PMLE — Topic 1 Question 139

Question

You work on a team in a data center that is responsible for server maintenance. Your management team wants you to build a predictive maintenance solution that uses monitoring data to detect potential server failures. Incident data has not been labeled yet. What should you do first?

Accepted Answer

Correct answer: C. The correct answer is C. Option C: Develop a simple heuristic (e.g., based on z-score) to label the machines’ historical performance data. Train a model to predict anomalies based on this labeled dataset.

Google Cloud Professional Machine Learning Engineer PMLE — Question 139