The Role of Mathematics in Artificial Intelligence and Machine Learning

Abstract

This paper explores the fundamental role of mathematics in the development and advancement of artificial intelligence and machine learning. It delves into the mathematical concepts and algorithms that underpin these technologies, including linear algebra, probability theory, statistics, calculus, and optimization. The paper will discuss how these mathematical tools are used to train models, make predictions, and solve complex problems in various domains.