Level Up! You are now a Label Legend! Not quite! Let's check those labels again. Pattern Training in Progress... ... Is it ... ? ... Or ...
What do we call the "answers" (like the words "Win" or "Loss") that we give to the AI?
Correct! Labels are the known answers we attach to data to help the AI learn.
In Supervised Learning, who acts as the "supervisor"?
Exactly! The human is the supervisor because they provide the "graded" examples for the AI to study.
What is "Training Data"?
Spot on! Training data is the collection of past examples used to teach the AI.
What is the AI actually searching for when it looks at labels?
You got it! The AI looks for patterns that connect the input features to the correct output labels.
Why do we teach the AI with labels?
Great job! Once the AI learns the patterns from labeled data, it can guess the answers for data it has never seen.
After the AI understands the labels, what is the next step in distinguishing categories?
Perfect! Once it knows the groups, the AI learns to draw a Decision Boundary to separate them!
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Supervised Learning: Learning with Labels
EvoClass-AI004 Lecture 3
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🤖 Beep Boop! Ready to train your AI? Select a training step below to see how labels work.
Py-Bot Command LIVE
Beep Boop! Welcome, future Classification Master! To help an AI sort information, we need to teach it just like a student in a classroom. Let's explore Supervised Learning!
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Imagine you have a pile of video game stats. To help the AI, you label each example as a "Win" or a "Loss." These labels act like an answer key on a practice test. The AI looks at these examples—called Training Data—to learn the difference!
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Sub-Topic 1
Training Data & Labels
Giving the AI the "Answer Key" to learn from.
In Supervised Learning, YOU are the boss! You act as the "supervisor" by providing the correct answers. The AI's goal is to find the mathematical pattern that connects the player stats to the labels so it can predict outcomes for games it has never seen before!
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Sub-Topic 2
The Human Supervisor
You are the teacher guiding the AI's brain.
AI often needs thousands of labeled examples to become an expert. The more high-quality labels you provide, the better the AI gets at finding the right patterns!
Did you know?
AI often needs thousands of labeled examples to become an expert. The more high-quality labels you provide, the better the AI gets at finding the right patterns!
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Mission Complete!

You are a Label Legend!