Understanding Data in Artificial Intelligence

Which of the following is a type of data commonly used in AI for image recognition tasks?

• Text data

• Numerical data

• Categorical data

• Image data

What type of data is typically used in natural language processing (NLP) tasks?

• Image data

• Text data

• Numerical data

• Audio data

Which of the following is an example of numerical data?

• The type of fruit (e.g., apple, banana, orange)

• The height of students in a class

• The color of a car

• The brand of a smartphone

Which data type is most suitable for tasks involving speech recognition?

• Text data

• Image data

• Audio data

• Categorical data

In AI, what type of data is used to represent categories or groups?

• Numerical data

• Categorical data

• Text data

• Image data

Which of the following is an example of categorical data?

• The temperature in Celsius

• The number of pages in a book

• The type of vehicle (e.g., car, truck, motorcycle)

• The weight of a package

What type of data is used in AI for tasks involving numerical calculations and predictions?

• Text data

• Categorical data

• Numerical data

• Image data

Which data type is most appropriate for tasks involving sentiment analysis?

• Image data

• Text data

• Numerical data

• Audio data

In AI, which type of data is used to analyze patterns in customer reviews?

• Image data

• Text data

• Numerical data

• Categorical data

Which of the following is an example of numerical data used in AI?

• The genre of a movie

• The price of a product

• The language of a book

• The type of cuisine