UiPath AI Specialist v1 — Question 52

What is the definition of Deep Learning?

Answer options

• A. A sub-field of artificial intelligence that enables systems to learn from data. Systems learn from previous experience and information to deduce and predict future information. To do this they use algorithms that learn to perform a specific task without being explicitly programmed.
• B. The theory and development of computer systems that are able to perform tasks that normally require human intelligence and decision making.
• C. A field of artificial intelligence that enables computers to gain high-level understanding from digital images or videos. If AI is the brain, then this is the eye that enables the computer to observe and understand. It works the same as the human eye.
• D. An area of machine learning concerned with artificial neural networks. These are a series of algorithms that aim to recognize relationships in a set of data through a process that mimics biological neural networks.

Correct answer: D

Explanation

The correct answer is D, as it accurately describes Deep Learning as a subset of machine learning that utilizes artificial neural networks to identify patterns. Option A describes general machine learning, B discusses artificial intelligence broadly without specific focus on deep learning, and C relates more to computer vision rather than the core principles of deep learning.