2) For each of the following scenarios, state which type ofmachine learning would be appropriate: classification, regression,clustering, or a Pattern discovery. Briefly (1-2 sentences) justifyyour answers.
a) You are having an argument with your friend about how manysocial groups there are at your school. You believe there are abouthalf-a-dozen natural groups based on tastes in things like music,clothes, athletics, and politics, while your friend thinkseveryone’s tastes are random. You discover you can access (publiclyavailable) individual records from a poll where 1000 studentsscored their preferences on 20 forms of arts and entertainment.
b) You work at an oil company, and they are interested
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