Interactive simulation demonstrating supervised learning where the user labels data points to help a model classify them correctly.
Learn MotionGeneral AI Concepts for Beginners
How AI Learns: Introduction to Machine Learning
Supervised Learning: Learning with a Teacher
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Let's look at Supervised Learning, which is like having a teacher. Imagine your email inbox. You want to filter spam automatically. In supervised learning, we start by manually labeling some emails as 'Spam' or 'Not Spam'. These are our training data. When you click on these emails to label them, the algorithm looks for patterns—like certain words or senders—and draws a line to separate the two groups. As you add more labels, the line gets smarter, learning exactly where the boundary lies so it can correctly sort future emails without your help.
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