Mohamed A. Hassan

Software Developer | Aerospace Engineer

Activation Functions in Neural Networks

Activation Functions in Neural Networks

Activation functions are the heroes that breathe life into models, enabling them to capture complex patterns and make accurate predictions. Let's dive into why these functions are indispensable and why their non-linear nature is crucial.

Logistic Regression

Logistic Regression

Logistic Regression is a learning algorithm that you use when the output labels \(\vec{Y}\) - in a supervised learning problem - are all either zero or one. e.g. Binary Classification Problems.