"What is supervised?" is like having a teacher who helps you learn new things by checking your work.
Imagine you're learning to sort toys into two boxes: one for big toys and one for small toys. Your teacher shows you a few examples, like a big dinosaur and a small car, and tells you which box they go in. Then, when you try sorting other toys on your own, your teacher checks if you did it right. If you made a mistake, they help you learn why.
This is supervised learning, it's like having a teacher who guides you by giving examples and checking your answers. The teacher helps you understand the rules so you can do it on your own later.
How It Works
In real life, this might look like a robot learning to tell cats apart from dogs. A person shows the robot many pictures of cats and dogs, telling it which is which. Then, when the robot sees a new picture, it tries to guess if it's a cat or a dog, just like you trying to sort toys by size.
The teacher (or the person showing examples) is there to help the learner get better over time.
Examples
- A teacher shows a student pictures of cats and dogs, then asks the student to identify new pictures as either a cat or dog.
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See also
- How Does a Computer Actually See?
- How Can a Computer Be Smarter Than You?
- Can artificial intelligence contribute to the discovery of new physics theories?
- What is Machine learning?
- How Does Machine Learning Explained in 100 Seconds Work?