Least squares regression
Defined in 2 lectures. Each definition is in that lecture's terms.
Definitions are written by AI from each lecture’s transcript. The time opens the lecture where the lecturer explains it.
- A simpler cousin of machine learning used to solve statistical and Bayesian models by minimizing error, often yielding a closed-form analytic solution.4:39Optimization: A Bootcamp for Machine Learning, Inverse Problems, and ControlSteve Brunton · University of Washington
- A historical precursor to machine learning where unknown coefficients x are found by minimizing the sum of squared errors over data.4:06Applications of Optimization in Machine Learning and EngineeringSteve Brunton · University of Washington