# Regularization ![](Screen%20Shot%202021-12-15%20at%208.11.12%20AM.png) ![](Screen%20Shot%202021-12-15%20at%208.10.53%20AM.png) ![](Screen%20Shot%202021-12-15%20at%208.11.42%20AM.png) ![](Screen%20Shot%202021-12-15%20at%208.13.53%20AM.png) ![](Screen%20Shot%202021-12-15%20at%208.14.55%20AM.png) ![](Screen%20Shot%202021-12-15%20at%209.17.21%20AM.png) ![](Screen%20Shot%202021-12-15%20at%209.23.34%20AM.png) ![](Screen%20Shot%202021-12-15%20at%209.25.45%20AM.png) ![](Screen%20Shot%202021-12-15%20at%209.30.53%20AM.png) ![](Screen%20Shot%202021-12-15%20at%209.33.05%20AM.png) ![](Screen%20Shot%202021-12-15%20at%209.33.18%20AM.png) ![](Screen%20Shot%202021-12-15%20at%209.33.40%20AM.png) --- Date: 20211215 Links to: Tags: References: * [Slides](https://cs182sp21.github.io/static/slides/lec-3.pdf) * [Lecture](https://www.youtube.com/watch?v=U_cpdaJ-adk&list=PL_iWQOsE6TfVmKkQHucjPAoRtIJYt8a5A&index=9) * [L1 Regularization, Steve Brunton](https://www.youtube.com/watch?v=76B5cMEZA4Y)