18.S096 | January IAP 2023 | Undergraduate

Matrix Calculus for Machine Learning and Beyond

Lecture 4 Part 1: Gradients and Inner Products in Other Vector Spaces

Description: We can generalize the concept of a “gradient” beyond column vectors, e.g. to “matrix gradients,” if we first generalize the concept of inner product.

Instructors: Alan Edelman, Steven G. Johnson

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