AstroML is a Python module designed for machine learning and data mining in astronomy. It provides a wide range of tools that are tailored for dealing with the unique types of data analyses frequently performed in this field. The website, http://www.astroml.org, serves as a comprehensive resource for documentation, tutorials, and examples that demonstrate how AstroML can be used to solve various astronomical data analysis problems. This module is particularly useful for professionals and researchers in astronomy who are looking to apply advanced statistical techniques and machine learning algorithms to large datasets routinely gathered by astronomical surveys. AstroML supports a variety of datasets and incorporates algorithms that are specifically optimized for the complexities and characteristics of astronomical data.