In machine learning, logistic regression is a supervised learning algorithm used for binary classification. It's a statistical method that predicts the probability of an instance belonging to a particular class. Despite its name, logistic regression is used for classification, not regression tasks.
Implementing Logistic Regression is exemplified straightforwardly through this code snippet.