PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #218
PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #218: Real Exam Question with Answer & Explanation
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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?
Options
- ACreate a BigQuery table. Use BigQuery ML to build a regression model, with number of beds as
- BCreate a BigQuery table. Use BigQuery ML to build an ARIMA model, with number of beds as the
- CCreate a Vertex AI tabular dataset. Train an AutoML regression model, with number of beds as
- DCreate a Vertex AI tabular dataset. Train a Vertex AI AutoML Forecasting model, with number of
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