A Deep Dive into Supervised Learning: Concepts, Types, and Algorithms
Supervised learning is a cornerstone of machine learning, providing a structured framework for predicting outcomes based on labeled training data. This method is pivotal for many applications, from financial forecasting to image recognition. In this article, we explore the fundamentals of supervised learning, its types, and the key algorithms that