> For the complete documentation index, see [llms.txt](https://gautamnaik1994.gitbook.io/snippets/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://gautamnaik1994.gitbook.io/snippets/machine-learning/feature-engineering.md).

# Feature Engineering

- [Time Series](https://gautamnaik1994.gitbook.io/snippets/machine-learning/feature-engineering/time-series.md)
- [Outlier Detection](https://gautamnaik1994.gitbook.io/snippets/machine-learning/feature-engineering/outlier-detection.md)
- [Categorical Encoding](https://gautamnaik1994.gitbook.io/snippets/machine-learning/feature-engineering/categorical-encoding.md)
- [Feature Scaling](https://gautamnaik1994.gitbook.io/snippets/machine-learning/feature-engineering/feature-scaling.md)