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

question 27

Multiple Choice

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

• A) Numeric features in data samples may have value ranges that vary widely. Deep learning networks perform better on data that is scaled either into the range 0.0 to 1.0, or to a range for which the data's mean is 1.0 and its standard deviation is 0.0. Getting your data into one of these forms is known as xe "normalized data"normalization.
• B) In MNIST, each pixel is an integer in the range 0-255.
• C) Assuming X_train and X_test represent the MNIST samples, the following code converts the MNIST pixel values to 32-bit (4-byte) floating-point numbers using the xe "NumPy:convert array to floating-point values"NumPy array method astype, then divides every element in the resulting array by 255, producing normalized values in the range 0.0-1.0:
• X_train = X_train.astype('float32') / 255
• X_test = X_test.astype('float32') / 255
• D) All of the above statements are true.

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Definitions:

Personality Structure

In psychology, refers to the organization and dynamics of characteristic patterns of thoughts, feelings, and behaviors that make up a person's personality.

Pleasure Principle

A concept in psychoanalytic theory that describes the instinctual seeking of pleasure and avoiding of pain to satisfy biological and psychological needs.

Personality Theory

A framework for understanding the thoughts, emotions, and behaviors that make up an individual's personality.

Gratification

The state of being satisfied or receiving pleasure from something, often linked with the fulfillment of desires or needs.