> For the complete documentation index, see [llms.txt](https://aizen-corp.gitbook.io/docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://aizen-corp.gitbook.io/docs/managing-ml-workflows/performing-ml-data-analysis.md).

# Performing ML Data Analysis

The Aizen Jupyter notebook provides commands that allow you to perform ML data analysis.

The `loader` command loads data for analysis. Data may be loaded from a data source, a materialized dataset, or a data sink.

After loading the data for analysis, you can run commands such as `plot` or `show` to analyze the data. For more information, see the [Data Analysis Commands](/docs/model-building-commands/data-analysis-commands.md).