Handouts:

Various in class handouts and additional material will be posted here.

The syllabus in PDF form can be found here.

An in class survey here.

Lecture notes from a previous quarter may be found here.

Lecture notes from this quarter (last updated 12/2/10) here. Note these are in a very rough state so care should be taken.

Lecture notes from this quarter by week: Week 1, Week 2, Week 3, Week 4, Week 5, Week 6, Week 7, Week 8, Week 9 and Week 11.

A previous year's final here.
Problems 2, 3, 4 part c, 7 and 9 are relevant to the midterm.

Previous year's homework: HW1, HW2, HW3, HW4, HW5, HW6 and HW7
The midterm will cover roughly material as in HW1-HW4

The midterm here with solutions (v2)

Here is a nice illustration using the SVD to extract the most important features of a matrix. (Thanks to Jeremy).

Here is this years Final and with Solutions.