> For the complete documentation index, see [llms.txt](https://www.mlcompendium.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://www.mlcompendium.com/problem-framing/types-of-machine-learning.md).

# Overview

Before any method is picked, a problem has to be placed: machine learning setups differ by how much supervision and feedback they use. The figure below is that map, and the rest of the chapter takes its regions one at a time.

<figure><img src="https://83674056-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-Mgd48oS5_duTKOVE_Et%2Fuploads%2Fgit-blob-dd5f1d345146271943d474a893c25076b3f54593%2Fgimg-93c1ff1adb47.png?alt=media" alt=""><figcaption><p>Image via Abdul Rahid, via Dan Shewan, wrong credit? let me know</p></figcaption></figure>

The image comes via Abdul Rahid, via Dan Shewan, and is copied from the original hosted image; if that credit is wrong, let me know.


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