Question: Given the following three examples, please explain whether directed/supervised or undirected/unsupervised data mining techniques are needed. Why?A company developed a new product and wanted to

Given the following three examples, please explain whether directed/supervised or undirected/unsupervised data mining techniques are needed. Why?A company developed a new product and wanted to build a model to predict whether customers would buy or not buy the new productA company wanted to build customer segmentations for their current customer according to customers demographic information and/or purchase behaviors. The goal was to better understand their customers and tailor services for its customers.An online store wanted to discover what items are most likely sold together

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