Supervised Machine Learning: Learning by Example Supervised Machine Learning: Learning by Example Home What is Machine Learning? Unsupervised Learning Reinforcement Learning Applications Contact Demystifying Supervised Learning Supervised learning, a cornerstone of machine learning, equips machines with the ability to learn from labeled data. Imagine a student being instructed by a teacher. The teacher provides labeled examples (e.g., handwritten digits with their correct labels) to guide the student (machine learning algorithm) in learning the patterns that distinguish each digit. Similarly, supervised learning algorithms utilize labeled datasets to map inputs to desired outputs, enabling them to make predictions for unseen data. Types of Supervised Learning Supervised learning encompasses two primary categories: Classification