Python Bootcamp 2c

0:00 Optimization
2:05 Golden Section search
11:48 Optimization - minimum and maximum
17:07 Find maximum or minimum with multiple variables
21:00 Example: optimal grain bin design
31:39 Curve-fitting - polynomial regression
39:21 Multilinear regression
58:41 Multilinear regression using the statsmodel module
1:05:02 Non-linear regression

Made by David Clough, professor emeritus at the University of Colorado Boulder, Department of Chemical & Biological Engineering.