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HomeMIT 18.S096 Matrix Calculus For Machine Learning And Beyond, IAP 2023Lecture 1 Part 2: Derivatives as Linear Operators

Lecture 1 Part 2: Derivatives as Linear Operators

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Lecture 2 Part 1: Derivatives in Higher Dimensions: Jacobians and Matrix Functions

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Description: The key to generalizing derivatives is to realize that they are linear operators, relating small changes in a function’s input to small changes in the output.

Instructors: Alan Edelman, Steven G. Johnson