Google Cloud Professional Machine Learning Engineer PMLE — Topic 1 Question 207

Question

You work for a hospital that wants to optimize how it schedules operations. You need to create a model that uses the relationship between the number of surgeries scheduled and beds used. You want to predict how many beds will be needed for patients each day in advance based on the scheduled surgeries. You have one year of data for the hospital organized in 365 rows. The data includes the following variables for each day: • Number of scheduled surgeries • Number of beds occupied • Date You want to maximize the speed of model development and testing. What should you do?

Accepted Answer

Correct answer: D. The correct answer is D. Option D: Create a Vertex AI tabular dataset. Train a Vertex AI AutoML Forecasting model, with number of beds as the target variable, number of scheduled surgeries as a covariate and date as the time variable. Vertex AI is the unified managed platform to build, train, tune, deploy, and operate ML models. AutoML trains high-quality custom models from your data with minimal ML expertise.

Google Cloud Professional Machine Learning Engineer PMLE — Question 207