AWS Certified Machine Learning – Specialty MLS-C01 – Question032

Machine Learning Specialist is working with a media company to perform classification on popular articles from the company's website. The company is using random forests to classify how popular an article will be before it is published. A sample of the data being used is below.

Given the dataset, the Specialist wants to convert the Day_Of_Week column to binary values.
What technique should be used to convert this column to binary values?

A.
Binarization
B. One-hot encoding
C. Tokenization
D. Normalization transformation

Correct Answer: B