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Amazon Exam MLS-C01 Topic 1 Question 75 Discussion

Actual exam question for Amazon's MLS-C01 exam
Question #: 75
Topic #: 1
[All MLS-C01 Questions]

A machine learning (ML) specialist must develop a classification model for a financial services company. A domain expert provides the dataset, which is tabular with 10,000 rows and 1,020 features. During exploratory data analysis, the specialist finds no missing values and a small percentage of duplicate rows. There are correlation scores of > 0.9 for 200 feature pairs. The mean value of each feature is similar to its 50th percentile.

Which feature engineering strategy should the ML specialist use with Amazon SageMaker?

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Suggested Answer: C


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