Undergraduate Directed Reading Program – Spring 2021
Undergraduate Directed Reading Program, UC Davis, 2021
Lead a directed reading program in Mathematical Optimization for two undergraduate students.
Topics Covered
- Linear Regression/ Ordinary Least Squares
- Ridge Regression and LASSO Regression
- Singular Value Decomposition and Principle Component Analysis
- Implementations of the above in Python. Applications to predicting home prices and image compression.