We continue our exploration of non-linear supervised machine learning approaches including tree based methods, GAMs, and neural networks and graphs structured learning.
| Link | Type | Description |
|---|---|---|
| html pdf | Slides | Additive non-linearity |
To be updated
Slides for GAMs video ([PDF])
Slides for trees and forests video ([PDF])
Notebook for ?
Text and figures are licensed under Creative Commons Attribution CC BY 4.0. The figures that have been reused from other sources don't fall under this license and can be recognized by a note in their caption: "Figure from ...".
For attribution, please cite this work as
Loftus (2021, Oct. 4). machine learning 4 data science: 8 More nonlinear methods. Retrieved from http://ml4ds.com/weeks/08-nonlinear/
BibTeX citation
@misc{loftus20218,
author = {Loftus, Joshua},
title = {machine learning 4 data science: 8 More nonlinear methods},
url = {http://ml4ds.com/weeks/08-nonlinear/},
year = {2021}
}