Which of the Following Statements A), B) or C) Is

question 33

Multiple Choice

Which of the following statements a) , b) or c) is false?

• A) One-hot encoding converts data into arrays of 1.0s and 0.0s in which only one element is 1.0 and the rest are 0.0s.
• B) For MNIST targets, the one-hot-encoded values will be 10-by-10 arrays representing the categories 0 through 9.
• C) We know precisely which category each digit belongs to, so the categorical representation of a digit label will consist of a 1.0 at that digit's index and 0.0s for all the other elements.
• D) All of the above statements are true.

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Definitions:

Jean Piaget

A Swiss psychologist known for his pioneering work in the field of developmental psychology, particularly for his theory of cognitive development in children.

Erik Erikson

A developmental psychologist known for his theory on the psychosocial development of human beings, which outlines eight stages from infancy to adulthood.

Sigmund Freud

This Austrian medical professional is credited with establishing psychoanalysis, where mental health conditions are treated by engaging patients in discussions with a psychoanalyst.

Infant Attachment

The emotional bond that develops between a young child and their caregiver, providing the child with emotional security.