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![Featured image for the "Navigating stateful stream processing" post published on the Quix blog](https://cdn.prod.website-files.com/64a7eed956ba9b9a3c62401d/65fd50c741815cccae531a94_Feature%20image%20-%20Stateful%20stream%20processing.jpg)
Navigating stateful stream processing
Discover what sets stateful stream processing apart from stateless processing and read about its related concepts, challenges and use cases.
![real time feature engineering architecture diagram](https://cdn.prod.website-files.com/64a7eed956ba9b9a3c62401d/65f32064af29f7b0627259be_Feature%20image%20-%20What%20is%20real%20time%20feature%20engineering%20(1).jpg)
What is real-time feature engineering?
Pre-computing features for real-time machine learning reduces the precision of the insights you can draw from data streams. In this guide, we'll look at what real-time feature engineering is and show you a simple example of how you can do it yourself.
![windowing in stream processing](https://cdn.prod.website-files.com/64a7eed956ba9b9a3c62401d/65f81143fca0d4e0763b242d_Feature%20image%20-%20Windowing%20in%20stream%20processing.jpg)
A guide to windowing in stream processing
Explore streaming windows (including tumbling, sliding and hopping windows) and learn about windowing benefits, use cases and technologies.