Valid Professional-Machine-Learning-Engineer Dumps shared by ExamDiscuss.com for Helping Passing Professional-Machine-Learning-Engineer Exam! ExamDiscuss.com now offer the newest Professional-Machine-Learning-Engineer exam dumps, the ExamDiscuss.com Professional-Machine-Learning-Engineer exam questions have been updated and answers have been corrected get the newest ExamDiscuss.com Professional-Machine-Learning-Engineer dumps with Test Engine here:
You work for a retail company. You have been asked to develop a model to predict whether a customer will purchase a product on a given day. Your team has processed the company's sales data, and created a table with the following rows: * Customer_id * Product_id * Date * Days_since_last_purchase (measured in days) * Average_purchase_frequency (measured in 1/days) * Purchase (binary class, if customer purchased product on the Date) You need to interpret your models results for each individual prediction. What should you do?
Correct Answer: B
According to the official exam guide1, one of the skills assessed in the exam is to "explain the predictions of a trained model". Vertex AI provides feature attributions using Shapley Values, a cooperative game theory algorithm that assigns credit to each feature in a model for a particular outcome2. Feature attributions can help you understand how the model calculates the predictions and debug or optimize the model accordingly. You can use AutoML for Tabular Data to generate and query local feature attributions3. The other options are not relevant or optimal for this scenario. References: * Professional ML Engineer Exam Guide * Feature attributions for classification and regression * AutoML for Tabular Data * Google Professional Machine Learning Certification Exam 2023 * Latest Google Professional Machine Learning Engineer Actual Free Exam Questions