DSC 140B

This Week

Eigenvalues and Eigenvectors

Lecture 3 - Matrices

Slides

Lecture 4 - Eigenvectors

Slides

Homework 1

Was due Wednesday, Jan. 14

Homework 2

Due Wednesday, Jan. 21 at 11:59 PM

Quiz 2

Thursday, Jan. 15

Topic:

Linear Transformations
past weeks

Last Week

Introduction

Welcome to DSC 40B!

Here is how to get started:

  • Read the syllabus.
  • Join our Campuswire message board and Gradescope with the email invitations you received earlier this week. If you didn't receive emails, you can use access code N2YKZY for Gradescope and code 8590 for Campuswire.
  • The first lectures are on Tuesday, January 06 at 11:00 AM in WLH 2005.

See you in lecture!

Lecture 1 - Introduction

Slides

Lecture 2 - Linear Transformations

Slides

Math Review

The slides linked below review 20 important math facts that we'll use throughout the quarter. You should have seen these concepts in previous courses, so we didn't cover them in lecture, but you might find it helpful to review them.

This review covers just the basics; in the first couple of lectures, we'll review more advanced concepts from linear algebra that you might not remember well (like eigenvalues and eigenvectors).

Quiz 1

Thursday, Jan. 08

Topic:

Basic Math Review
future weeks

Next Week

PCA

Week 4

Manifold Learning

Week 5

Laplacian Eigenmaps

Midterm 01 on Thursday, February 5

Week 6

RBF Networks

Week 7

Neural Networks I

Week 8

Neural Networks II

Week 9

CNNs

Midterm 02 on Thursday, March 5

Week 10

Conclusion

Week 11

Finals Week

Redemption Exams on Thursday, March 19