Linear Regression
The original line of best fit
Each of our modules is designed to make it easier for you to implement the algorithms yourself. We provide an appropriate dataset, help you verify that you've successfully implemented the algorithm, and offer hints and tips for the trickiest parts.
Select one of the modules below to get started, or click here to learn more!
The original line of best fit
Interpretable binary classification
A generative model for classification
Clustering 101
How to make Big Data, Medium Data
Recursive Partitioning of the feature space
Bootstrapped Aggregation - For when one model just doesn't cut it
Interpretable, robust to overfitting, great name - what more could you want?!
The basis for deep learning
An intuitive non-parametric approach
Locally-weighted, non-parametric regression
A natural approach for uncertainty quantification