Edwy
AI Primer

Machine learning · Module 10

Supervised learning

Learn from input–output pairs.

Classification

Predict a category.

Is this email spam?

Is this medical scan benign or malignant?

Which of 10 part defects is this?

Regression

Predict a continuous number.

What will this house sell for?

How many vehicles will need service next week?

How long until this turbine bearing fails?

Applied frame

Name the input, target, feedback signal, and evaluation split before choosing a model family.

Diagram cue

The diagram traces data into a learned function and back out through evaluation.

Supervised-learning flow from features and labels through training to prediction
Supervised learning uses labeled examples to shape future predictions.
Supervised learning animated explainer
Owned Edwy animated explainer for Supervised learning.

Labeled examples train a function that predicts new cases. Key motion beats: features, labels, train, predict.

Supervised learning check

0 of 1 questions completed locally.

1. Which practice best matches "Supervised learning"?

Answer feedback appears here.

Reader progress is stored locally in this browser.

Source slide 11