About this document
TD1 Regressions by khang is a document available to read on EtoBox.
The document outlines the concepts and exercises related to linear regression, including linear regression in one dimension, matrix formulation, and d-dimensional linear regression. It discusses the derivation of gradients, update rules for parameters using gradient descent, and the implementation of algorithms in Python. Additionally, it covers non-linear regression, polynomial regression, and the algebraic approach to linear regression, including regularization techniques.
- Author
- khang
- Language
- EN