Course Information & Files
Class: MWF 1:50–2:40 PM
Room: Wells Hall A318
Grading, exam information, prerequisites, office hours, and course policies are provided in the syllabus.
Course Schedule
This page will be updated throughout the semester with lecture topics, lecture-note links, homework assignments, and due dates.
| Date | Topic | Lecture Notes | Homework | Due Date |
|---|---|---|---|---|
| Schedule will be posted and updated here. | ||||
| Aug. 31 | Data, vectorization, and affine functions | Lecture 1 | ||
| Sep. 2 | Layer and parameter count | Lecture 2 | ||
| Sep. 4 | Expressivity | Lecture 3 | Homework 1 | Sep. 11 |
| Sep. 9 | Span and Inner product | |||
| Sep. 11 | Norms | Lecture 4-5 | Homework 2 | Sep. 18 |
| Sep. 14 | Homework 1 | Homework1 _solution | ||
| Sep. 16 | Subspaces, Basis and Rank | Lecture 6 | ||
| Sep. 18 | Orthogonality, Orthonormal Basis and Gram-Schmidt | Lecture 7 | Homework 3 | Sep. 25 |
Please check this page regularly; dates and topics may be adjusted as the semester progresses.