---
title: How to Preprocess Vibration Data for Machine Learning (Step-by-Step Guide)
description: Discover how to leverage vibration data for advanced machine learning applications. Learn key techniques for data collection, feature extraction, and model training to improve predictive maintenance and fault detection. Read more!
---

[enDAQ Blog for Data Sensing and Analyzing](https://blog.endaq.com)

# [How to Preprocess Vibration Data for Machine Learning (Step-by-Step Guide)](https://blog.endaq.com/using-vibration-data-for-high-level-machine-learning)

 Written by [Hamed Dabiri](https://blog.endaq.com/author/hamed-dabiri) | Apr 9, 2025, 3:10:43 PM

[View full post](https://blog.endaq.com/using-vibration-data-for-high-level-machine-learning)

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