18.S096 | January IAP 2023 | Undergraduate

Matrix Calculus for Machine Learning and Beyond

Lecture 1 Part 2: Derivatives as Linear Operators

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

Course Info

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