---
title: "Feature Engineering"
sidebarTitle: "Feature Engineering"
description: "Learn how to build features for your data in LanceDB."
layout: wide
---

| Example | Description |
|--------|:------------|
| **Feature Engineering 101** <br /> <a href="https://colab.research.google.com/github/lancedb/vectordb-recipes/blob/main/tutorials/feature-engineering/feature-engineering-101.ipynb" rel="noreferer, ,noopener" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab" /></a> [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** <br /> <a href="https://colab.research.google.com/github/lancedb/vectordb-recipes/blob/main/tutorials/feature-engineering/materialized-views.ipynb" rel="noreferer, ,noopener" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab" /></a> [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 {#read-the-docs}

The relevant section of the documentation are listed below.

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