Question 26
Domain 1: Describe AI workloads and considerationsWhat is deep learning?
Correct answer: D
Explanation
Deep learning is a subset of machine learning that uses multi-layered neural networks, which are modeled after the human brain. It is described as "an advanced form of machine learning inspired by the human brain" because it learns complex patterns from large amounts of data through layered processing.
Why each option is right or wrong
A. A form of unsupervised learning
B. A form of supervised learning
C. A form of machine learning used for regression
D. An advanced form of machine learning inspired by the human brain
Deep learning refers to machine learning systems built with multi-layer neural networks, where each layer transforms the data to learn increasingly complex patterns. In standard AI terminology, it is the branch of machine learning modeled on neural architectures inspired by the brain, which is why the description of it as an advanced brain-inspired form of machine learning is the accurate choice.