Linear and non-linear regression

13 outubro 2021, 08:00 • Rui Henriques

Multivariate linear regression.
Learning as an optimization problem: gradient of error functions.
Non-linear regression: data space transformations.
Regularization. Ridge and Lasso regression.
Introduction to the perceptron.