Definition
Supervised Learning
Supervised learning is a machine learning approach where models are trained using labelled datasets, meaning each input data point is paired with an output label that serves as the correct answer. The model learns to map inputs to outputs based on this example data, gradually minimising errors through various optimisation techniques. This method is widely used for classification and regression tasks, enabling applications such as image recognition, predictive analytics, and more.