# Feature Engineering

**Feature Engineering** is an essential part of Machine Learning. Itss the process
of transforming raw data into features that better represent the underlying problem
to the predictive models, resulting in improved model accuracy on unseen data.

Explore how features can be engineered with the power of Flyte.

```{list-table}
:header-rows: 0
:widths: 20 30

* - {doc}`EDA and Feature Engineering With Papermill <auto_examples/exploratory_data_analysis/index>`
  - How to use Jupyter notebook within Flyte
* - {doc}`Data Cleaning and Feature Serving With Feast <auto_examples/feast_integration/index>`
  - How to use Feast to serve data in Flyte
```


```{toctree}
:maxdepth: -1
:caption: Contents
:hidden:

auto_examples/exploratory_data_analysis/index
auto_examples/feast_integration/index
```