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Supervised Learning - the branch of machine learning in which an algorithm learns from examples that already carry the correct answer. This abstract vector icon maps the idea in three parts. On the left, three data cards hold simple geometric samples, a circle, a triangle and a square, each attached to a label tag naming its class. Lines carry these input and answer pairs into the model, drawn as a panel of parameter sliders rather than a network diagram. Up and down arrows on the middle slider show weights being tuned while training reduces error. On the right, the model returns a prediction inside a ring, and a small check badge confirms it agrees with the expected label. Built as a clean single-path silhouette in teal and cyan, the design scales crisply and suits AI courses, data science presentations, technology blogs, infographics, software documentation and educational posters explaining classification, regression or predictive analytics.