import {logistic_regression_animation} from './components/logistic_regression_animation.js';
logistic_regression_animation(tf);Math for Machine Learning
Math 295
Spring 2026
with professor Mark McClure
Handy links
Notes and notebooks
- Single parameter linear regression
- Using SageMath for linear algebra
- Implementation of Gauss-Jordan Elimination
- Some row reduction examples
- Matrix inverses
- Intro to Data
- Linear Regression
- Regression in practice
- Practical regression lab
- Logistic regression lab
- Eigenrating
- Power Iteration
- Layer types for neural networks