Google Cloud Professional Machine Learning Engineer PMLE — Topic 1 Question 317

Question

You have developed a fraud detection model for a large financial institution using Vertex AI. The model achieves high accuracy, but the stakeholders are concerned about the model's potential for bias based on customer demographics. You have been asked to provide insights into the model's decision-making process and identify any fairness issues. What should you do?

Accepted Answer

Correct answer: B. The correct answer is B. Option B: Use feature attribution in Vertex AI to analyze model predictions and the impact of each feature on the model's predictions. Vertex AI is the unified managed platform to build, train, tune, deploy, and operate ML models.

Google Cloud Professional Machine Learning Engineer PMLE — Question 317