BIOSTAT 216 tentative schedule and handouts (expect frequent updates)
BruinLearn: https://bruinlearn.ucla.edu/courses/190887
Slack channel: https://ucla.enterprise.slack.com/archives/C07MG3XJ69Z (email your UCLA Slack display name to TA to be added to the Slack channel)
Week | Tuesday | Thursday | Homework |
---|---|---|---|
0 | 9/26 course logistics, intro. [slides: Binder, qmd, html] | HW1: [ipynb, qmd, html] | |
1 | 10/1 vectors (BV Ch 1,3,5) [slides: Binder, qmd, html] | 10/3 | HW2: [ipynb, qmd, html] |
2 | 10/8 matrices (BV Ch 6-10) [slides: Binder, qmd, html] | 10/10 | HW3: [ipynb, qmd, html] |
3 | 10/15 vector space (BR Ch 4) [slides: Binder, qmd, html] | 10/17 | |
4 | 10/22 rank (BR Ch 5) [slides: Binder, qmd, html] | 10/24 orthogonal projection (BR Ch 6-7) [slides: Binder, qmd, html] | HW4: [ipynb, qmd, html] |
5 | 10/29 matrix inverses and linear equations (BV Ch 11) [slides: Binder, qmd, html] | 10/31 least squares (BV Ch 12-13) [slides: Binder, qmd, html] | HW5: [ipynb, qmd, html] |
6 | 11/5 review | 11/7 midterm | |
7 | 11/12 determinant [slides: Binder, qmd, html] | 11/14 eigen-decomposition [slides: Binder, qmd, html] | HW6 [ipynb, qmd, html] |
8 | 11/19 positive (semi)definite matrix [slides: Binder, qmd, html] | 11/21 SVD [slides: Binder, qmd, html] | HW7 [ipynb, qmd, html] |
9 | 11/26 multivariate calculus and optimization [slides: Binder, qmd, html] | 11/28 no class (Thanksgiving) | |
10 | 12/3 applications [slides: Binder, qmd, html] | 12/5 review | |
11 | final exam Monday 12/9 3pm-6pm @ CHS 61-235 |