> ## Documentation Index
> Fetch the complete documentation index at: https://docs.cognite.com/llms.txt
> Use this file to discover all available pages before exploring further.

# About data science and machine learning

> Learn about tools, processes, strategies, and methodologies for developing and deploying data science and machine learning solutions with Cognite Data Fusion (CDF).

<CardGroup cols={2}>
  <Card title="Explore data science tools" icon="code" href="/cdf/data_science/guides/ds_tools">
    Discover APIs, SDKs, notebooks, and analysis tools to build and test data science applications with CDF.
  </Card>

  <Card title="Implement machine learning operations" icon="chart-line" href="/cdf/data_science/guides/ds_mlops">
    Deploy and maintain machine learning models using orchestration, tracking, and monitoring.
  </Card>
</CardGroup>