A bulb company wants to monitor the ratio of working bulbs to defective bulbs. What technical skills or type of module would you recommend for this detection?

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The company can develop a module using data analytics and machine learning techniques to monitor the ratio of working bulbs vs defeated bulbs.

The module can collect data on the number of produced bulbs and the number of defected bulbs.
The module can use statistical analysis to identify patterns and trends in the data.
The module can use machine learning algorithms to predict the likelihood of a bulb being defected based on various factors such as production line, batch number, etc.
The module can provide real-time monitoring of the ratio of working bulbs vs defeated bulbs and alert the company if the ratio falls below a certain threshold.

A bulb company wants to monitor the ratio of working bulbs to defective bulbs. What technical skills or type of module would you recommend for this detection?

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