Supervised vs$.$ Unsupervised Learning

This activity is important because depending on the nature of the business problem being addressed, different types of algorithms can be used. This activity focuses on two models: supervised learning and unsupervised learning.

The goal of this activity is to demonstrate your understanding between supervised and unsupervised learning by applying the correct method used for a series of application statements.

Identify whether the data mining statement below represents supervised or unsupervised learning.

Identify customer segments in an online market

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Predict home prices in Chicago

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Make a recommendation in an online retailer of other clothing items to buy

Classify customers into high$-$or low$-$sales lead potential

Determine loan amount approval for a customer

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