Exam AWS Certified Machine Learning Engineer - Associate MLA-C01 topic 1 question 61 discussion

Exam question from Amazon's AWS Certified Machine Learning Engineer - Associate MLA-C01

Question #: 61
Topic #: 1

[All AWS Certified Machine Learning Engineer - Associate MLA-C01 Questions]

A company has historical data that shows whether customers needed long-term support from company staff. The company needs to develop an ML model to predict whether new customers will require long-term support.
Which modeling approach should the company use to meet this requirement?

A. Anomaly detection
B. Linear regression
C. Logistic regression
D. Semantic segmentation

Show Suggested Answer

Suggested Answer: C 🗳️

by GiorgioGss at Nov. 28, 2024, 7:08 a.m.

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Saransundar

Highly Voted 6 months, 3 weeks ago

Selected Answer: C

A. Anomaly detection: For rare events, not binary classification. B. Linear regression: For predicting continuous numbers, not Yes/No. C. Logistic regression: Perfect for Yes/No predictions (binary classification). --> RIGHT D. Semantic segmentation: For images, not customer prediction.

upvoted 5 times

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GiorgioGss

Most Recent 7 months ago

Selected Answer: C

https://aws.amazon.com/what-is/logistic-regression/

upvoted 2 times

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