In recent years, artificial intelligence (AI) has grown into one of the most revolutionary technologies of our time, with Supervised Learning being one of its most fundamental techniques. As industries across the globe adopt AI to optimise operations, enhance customer experiences, and drive innovation, understanding how AI functions—particularly through supervised learning—has become essential. This article aims to delve deep into Supervised Learning, explaining its concepts, significance, and real-world applications, all while remaining approachable for those new to the field. What is Supervised Learning? At its core, Supervised Learning is a type of machine learning that involves training a model on a labelled dataset. This dataset contains input-output pairs, where the model learns to map the input to the correct output. By observing the correct answers during training, the algorithm is "supervised" to make predictions on unseen data. This method is...