Supervised and unsupervised learning are two crucial paradigms in machine learning. When considering supervised vs. unsupervised learning, it is essential to understand their distinct approaches and applications. Here’s a comparison between the two:  SUPERVISED LEARNING 1. Definition: In supervised learning, the algorithm learns from labeled data, where each example is a pair consisting of an…