18.S096 | January IAP 2023 | Undergraduate

Matrix Calculus for Machine Learning and Beyond

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

Description: Derivatives as linear operators give a fresh perspective on multivariable calculus, gradients, and Jacobian matrices; but we can now generalize to matrix functions.

Instructors: Alan Edelman, Steven G. Johnson

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January IAP 2023
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