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Machine Learning in Warranty Management
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Historical Warranty Data Analysis
We can use machine learning algorithms to analyze historical warranty data and gain insights into common issues, such as faulty parts, manufacturing defects, or user error. By identifying patterns in the data, we can predict when a customer is likely to need repair or replacement, allowing for proactive maintenance and reducing costs.
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Machine Learning Algorithm Selection
https://community.ibm.com/community/user/blogs/stephen-crenshaw/2021/08/28/machine-learning-in-warranty-management