Which of the following is correct regarding the layers of a deep neural network?

The correct answer is B. There is at least one internal hidden layer. A deep neural network (DNN) is a type of artificial neural network that consists of multiple layers between the input and output layers. The ISTQB Certified Tester AI Testing (CT-AI) Syllabus outlines the following characteristics of a DNN: Structure of a Deep Neural Network: A…

Machine Learning (ML)

Question

Options

AThere is only an input and output layer
BThere is at least one internal hidden layer
CThere must be a minimum of five total layers to be considered deep
DThe output layer is not connected with the other layers to maintain integrity

How the community answered

(33 responses)

A
9% (3)
B
85% (28)
C
3% (1)
D
3% (1)

Explanation

A deep neural network (DNN) is a type of artificial neural network that consists of multiple layers between the input and output layers. The ISTQB Certified Tester AI Testing (CT-AI) Syllabus outlines the following characteristics of a DNN: Structure of a Deep Neural Network: A DNN comprises at least three types of layers: Input layer: Receives the input data. Hidden layers: Perform complex feature extraction and transformations. Output layer: Produces the final prediction or classification.

Topics

#deep neural networks#hidden layers#network architecture

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