Logistic Regression

Linear regression can be regarded as the basis for logistic regression. Unlike the name suggests though, logistic regression is commonly used for classification and not regression tasks.

In this section we will discover that logistic regression can also be regarded as a non-linear neuron. The study of logistic regression should therefore provide us with the building blocks that will eventually allow us to construct fully functional neural networks.