> For the complete documentation index, see [llms.txt](https://calvinfeng.gitbook.io/machine-learning-notebook/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://calvinfeng.gitbook.io/machine-learning-notebook/supervised-learning/basic-overview.md).

# Basic Overview

- [Numpy Basics](https://calvinfeng.gitbook.io/machine-learning-notebook/supervised-learning/basic-overview/numpy_basics.md)
- [Loss Functions](https://calvinfeng.gitbook.io/machine-learning-notebook/supervised-learning/basic-overview/loss_function_overview.md)
- [Evaluation Metrics](https://calvinfeng.gitbook.io/machine-learning-notebook/supervised-learning/basic-overview/evaluation_metrics.md)