Machine Learning Specialist Is Working with a Media Company to Perform

question 62

Multiple Choice

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

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Definitions:

Distinguish

To recognize or point out the differences between two or more items, making clear the unique aspects of each.

Branding

The process of creating a unique image and identity for a product or service in the consumer's mind, using names, terms, signs, symbols, designs, or a combination of these.

Brand Personality

A set of human characteristics associated with a brand name.

Human Characteristics

Traits or features that define humans, including biological, psychological, social, and cultural attributes.