Artificial Intelligence & Machine Learning
Which statement correctly explains Convolutional Neural Network (CNN)?
Difficulty: Hard
About this MCQ
This Hard Artificial Intelligence & Machine Learning MCQ checks one syllabus fact.
The question is: “Which statement correctly explains Convolutional Neural Network (CNN)?”
The accepted answer is D. A type of deep neural network especially effective at processing grid-like data such as images.. Convolutional Neural Network (CNN) refers to a type of deep neural network especially effective at processing grid-like data such as images.
- A. An unsupervised learning technique that groups similar data points together based on shared characteristics.
Why not A: “An unsupervised learning technique that groups similar data points together based on shared characteristics.” is not correct. The accepted answer is D. A type of deep neural network especially effective at processing grid-like data such as images.. Convolutional Neural Network (CNN) refers to a type of deep neural network especially effective at processing grid-like data such as images.
- B. A fundamental machine learning concept describing the balance between a model's simplicity and its flexibility to fit data.
Why not B: “A fundamental machine learning concept describing the balance between a model's simplicity and its flexibility to fit data.” is not correct. The accepted answer is D. A type of deep neural network especially effective at processing grid-like data such as images.. Convolutional Neural Network (CNN) refers to a type of deep neural network especially effective at processing grid-like data such as images.
- C. A type of neural network designed to recognize patterns in sequential data by maintaining memory of previous inputs.
Why not C: “A type of neural network designed to recognize patterns in sequential data by maintaining memory of previous inputs.” is not correct. The accepted answer is D. A type of deep neural network especially effective at processing grid-like data such as images.. Convolutional Neural Network (CNN) refers to a type of deep neural network especially effective at processing grid-like data such as images.
- D. A type of deep neural network especially effective at processing grid-like data such as images. ✓
Correct answer
D. A type of deep neural network especially effective at processing grid-like data such as images.
Explanation
Convolutional Neural Network (CNN) refers to a type of deep neural network especially effective at processing grid-like data such as images.
Source: Artificial Intelligence & Machine Learning Official Reference Guide
Tags: computer science, AI, machine learning, data science
Submitted by: MCQsHub Editorial
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