Linear Regression
Long-tail route · model intuition
Use this when fitting a line should feel geometric before it feels statistical.
Interactive linear regression lesson connecting line fitting, error minimization, and prediction behavior.
At a glance
Live interactive
The maintained version lives at the route linked here, with this garden note keeping the embed and editorial framing.
Best companion
Pair it with [[Logistic-Regression]] when you want the next step from continuous fitting into boundary-based classification.
Time and level
About 8 to 12 minutes. Beginner friendly. One of the easiest model-intuition routes to start with.
Reading path
- Open the live interactive: https://kohnnn.github.io/interactive-explanation/linear-regression/
- Continue through Logistic-Regression or Train-Test-and-Validation-Sets when you want the next model-workflow step
- Move through the local archive via Interactive or Visual Notes