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Matrix Calculus for Machine Learning and Beyond

Massachusetts Institute of TechnologyUnited States18.S096
Free, no sign-up neededJanuary IAP 2023English
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We all know that calculus courses such as 18.01 Single Variable Calculus and 18.02 Multivariable Calculus cover univariate and vector calculus, respectively. Modern applications such as machine learning and large-scale optimization require the next big step, “matrix calculus” and calculus on arbitrary vector spaces.

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