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Google Professional Machine Learning Engineer

Google Professional Machine Learning Engineer

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You work on an operations team at an international company that manages a large fleet of on-premises servers located in a few data centers around the world. Your team collects monitoring data from the servers, including metrics such as CPU and memory consumption, to ensure smooth operations. When an incident occurs on a server, it is your team's responsibility to fix it promptly to maintain system uptime. So far, incident data has not been properly labeled, making it challenging to perform predictive maintenance. Your management team has charged you with building a predictive maintenance solution that can use the monitoring data from the virtual machines (VMs) to detect potential failures and generate alerts for the service desk team. Given these requirements, what should be your first step?

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