CISCO 700-846 Cisco IoT Advantage for Account Managers (IOTAAM) 09 25Oct2024 - Practice Quiz

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Question 1 of 30

A manufacturing company is looking to implement predictive analytics to optimize its production line. They have collected data on machine performance, maintenance schedules, and production output over the past year. The company wants to predict potential machine failures to minimize downtime. Which of the following approaches would be most effective in developing a predictive model for this scenario?

Utilizing historical data to train a machine learning model that identifies patterns and anomalies in machine performance metrics.

Implementing a simple average of machine performance metrics to forecast future outputs.

Relying solely on expert opinions to predict machine failures without data analysis.

Using a fixed threshold for maintenance schedules based on industry standards without considering actual machine performance data.

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