18.S096 | January IAP 2023 | Undergraduate

Matrix Calculus for Machine Learning and Beyond

Lecture 2 Part 2: Vectorization of Matrix Functions

Description: We can view matrix functions (matrix inputs/outputs) as “ordinary” multivariable calculus by “vectorizing” a matrix into a column vector.

Instructors: Alan Edelman, Steven G. Johnson

Course Info

Departments
As Taught In
January IAP 2023
Learning Resource Types
Lecture Videos
Lecture Notes
Problem Sets with Solutions
Readings
Instructor Insights