Math for Machine Learning

Math 295
Spring 2026
with professor Mark McClure

Handy links

• Syllabus
• Schedule
  • Outline
  • Calendar
• MyOpenMath
• Discourse
• Colab
• The Math Lab!
• Class presentations

Notes and notebooks

• Single parameter linear regression
• Using SageMath for linear algebra
• Implementation of Gauss-Jordan Elimination
• Some row reduction examples
• Matrix inverses

Demos

• Digit recognizer

Handouts

• Review for Exam I

import {regression_animation} from './components/regression_animation.js'
regression_animation();