Calculus
Calculus is a branch of mathematics that deals with the study of rates of change and how things change over time. In data science and artificial intelligence, calculus is used to optimize models and algorithms. It is used to find the minimum or maximum of a function, which is important in machine learning for finding the best parameters for a model. Calculus is also used in deep learning for backpropagation, which is the process of updating the weights of a neural network to minimize the error between the predicted output and the actual output. Additionally, calculus is used in probability theory to calculate probabilities and expected values of random variables.
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