---
title: "Discussion on \"Machine Learning Data Preprocessing: The Mistakes That Break Models Before Training\" | Hashnode"
description: "Discussion on \"Machine Learning Data Preprocessing: The Mistakes That Break Models Before Training\". Learn the machine learning preprocessing pipeline: inspection, handling missing values, encoding, scaling, and splitting data the right way."
url: "https://hashnode.com/posts/machine-learning-data-preprocessing-the-mistakes-that-break-models-before-training/69d5132b5da14bc70e5d7628"
---

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# [Machine Learning Data Preprocessing: The Mistakes That Break Models Before Training](https://mathisimple.hashnode.dev/machine-learning-data-preprocessing-the-mistakes-that-break-models-before-training?utm_source=hashnode&utm_medium=feed)

Learn the machine learning preprocessing pipeline: inspection, handling missing values, encoding, scaling, and splitting data the right way.

Apr 7 · 9 min read · mathisimple.hashnode.dev  
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-   [#machinelearning](https://hashnode.com/tag/machinelearning)
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