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

# Feature Engineering

> Learn how to build features for your data in LanceDB.

| Example | Description |
| - | :- |
| **Feature Engineering 101**  [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/lancedb/vectordb-recipes/blob/main/tutorials/feature-engineering/feature-engineering-101.ipynb) [View on GitHub](https://github.com/lancedb/vectordb-recipes/tree/main/tutorials/feature-engineering/feature-engineering-101.ipynb) | This example demonstrates how to use LanceDB's feature engineering platform to add new derived features. |
| **Materialized Views**  [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/lancedb/vectordb-recipes/blob/main/tutorials/feature-engineering/materialized-views.ipynb) [View on GitHub](https://github.com/lancedb/vectordb-recipes/tree/main/tutorials/feature-engineering/materialized-views.ipynb) | This example shows how to create materialized views: query results persisted as physical tables. |

## Read the docs

The relevant section of the documentation are listed below.

| Feature | Description |
| :- | :- |
| [Feature Engineering](https://docs.lancedb.com/geneva.md) | Learn the fundamentals of feature engineering. |
| [Materialized Views](https://docs.lancedb.com/geneva/jobs/materialized-views.md) | Learn more about creating materialized views. |
| [Contexts](https://docs.lancedb.com/geneva/jobs/contexts.md) | Learn how to run your job on a Ray cluster for production use. |


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