Microsoft Fabric Analytics Engineer Associate DP-600
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As a Microsoft Fabric Analytics Engineer Associate, you are tasked with implementing diagnostic analytics for a transportation company to analyze vehicle maintenance records. The company aims to reduce vehicle downtime and improve maintenance scheduling. Given the constraints of cost efficiency and the need for actionable insights, which of the following approaches would BEST achieve these goals? (Choose one option.)
A
Calculate the mean and median time between maintenance events for each vehicle type and visualize the results using a bar chart to identify trends in maintenance frequency.
B
Perform a root cause analysis to identify the factors contributing to vehicle breakdowns and visualize the results using a Pareto chart to prioritize the most significant issues.
C
Develop a predictive model to forecast future maintenance needs based on historical data and visualize the results using a time series plot to anticipate maintenance schedules.
D
Use clustering algorithms to segment vehicles based on their maintenance patterns and identify potential areas for improvement through pattern recognition.