PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #202: Real Exam Question with Answer & Explanation

Question

You work for a retail company. You have created a Vertex AI forecast model that produces monthly item sales predictions. You want to quickly create a report that will help to explain how the model calculates the predictions. You have one month of recent actual sales data that was not included in the training dataset. How should you generate data for your report?

Options

• ACreate a batch prediction job by using the actual sales data. Compare the predictions to the
• BCreate a batch prediction job by using the actual sales data, and configure the job settings to
• CGenerate counterfactual examples by using the actual sales data. Create a batch prediction job
• DTrain another model by using the same training dataset as the original, and exclude some