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Question 22

What is the definition of Deep Learning?

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.

The theory and development of computer systems that are able to perform tasks that normally require human intelligence and decision making.

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.

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

Deep learning is an area of machine learning that focuses on the use of artificial neural networks. These networks consist of multiple layers that aim to recognize complex patterns and relationships within large sets of data by mimicking biological neural networks. This enables the system to interpret and learn from raw data, such as images or text, hierarchically, distinguishing it from broader AI and machine learning fields.

Discussion

Engineer24Option: D

Deep learning is a subset of machine learning that uses multi-layered neural networks.