Learning library

Regression

These lesson cover regression as it is used in robotics and machine learning. Each one pairs an explanation with an example you can change and an exercise you can check.

1 lesson, in library order. Search within regression.

  1. Foundations / 9 min read

    Linear regression: fit a line and inspect its errors

    Fit linear regression to robot sensor readings. Work through least squares, residuals, and MSE, then test an outlier with Python and exercises.