UiPath AI Specialist v1 — Question 137

What is the definition of Machine Learning?

Answer options

• A. 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.
• B. A branch of artificial intelligence that deals with analyzing, understanding, and generating human natural languages. For example, NLP enables computers to hear speech, read text, interpret the text/speech or measure the sentiment.
• C. The theory and development of computer systems that are able to perform tasks that normally require human intelligence and decision making.
• D. 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.

Correct answer: D

Explanation

The correct answer is D because it accurately captures the essence of Machine Learning, which involves systems learning from data to improve their performance over time. Options A, B, and C describe other concepts within artificial intelligence but do not specifically define Machine Learning itself.