Microsoft Exam AI-900 Topic 5 Question 76 Discussion

Actual exam question for Microsoft's AI-900 exam

Question #: 76
Topic #: 5

What is an example of a regression model in machine learning?

Adividing the student data in a dataset based on the age of the students and their educational achievements

Bidentifying subtypes of spam email by examining a large collection of emails that were flagged by users

Cpredicting the sale price of a house based on historical data, the size of the house, and the number of bedrooms in the house

Didentifying population counts of endangered animals by analyzing images

Show Suggested Answer

Suggested Answer: C

by Elinore at Sep 17, 2024, 07:14 PM

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Marci

25 days ago

C is the clear winner here. Although I do wonder if the house prices in my neighborhood follow a linear model - seems more like a chaotic mess if you ask me!

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Chantay

28 days ago

Hmm, I was thinking B sounded good, but I guess that's more of a classification problem. Regression is where it's at for predicting numeric values.

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Anissa

17 hours ago

C) predicting the sale price of a house based on historical data, the size of the house, and the number of bedrooms in the house

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Tracey

15 days ago

A) dividing the student data in a dataset based on the age of the students and their educational achievements

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Carmen

1 months ago

I agree, C is the way to go. Regression is all about modeling numeric outcomes, not categorical ones like the other options.

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Lindsay

17 days ago

A) dividing the student data in a dataset based on the age of the students and their educational achievements

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Van

18 days ago

That makes sense, regression models are great for predicting numerical values.

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Eugene

26 days ago

C) predicting the sale price of a house based on historical data, the size of the house, and the number of bedrooms in the house

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Sylvia

1 months ago

I'm not sure, but I think it could also be A. Dividing student data based on age and achievements seems like regression too.

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Portia

1 months ago

Option C seems like the most relevant example of a regression model. Predicting a continuous variable like house price based on features like size and number of bedrooms is classic regression.

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