An algorithm is a well-defined and organised set of instructions used to solve a problem or perform a specific task. In the context of artificial intelligence and machine learning, an algorithm is a set of mathematical and statistical rules that are used to analyse data, identify patterns and make decisions or predictions. Algorithms are the basis of many artificial intelligence and machine learning systems, and are used for a wide variety of applications, such as speech recognition, computer vision, product recommendation and fraud detection.
Deep learning translates as deep learning and is a type of artificial intelligence (AI) that is encompassed within machine learning.
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