> For the complete documentation index, see [llms.txt](https://yxy-adam.gitbook.io/ml-theory/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://yxy-adam.gitbook.io/ml-theory/master.md).

# The statistical perspective of machine learning