---
title: "Discussion on \"I Finally Understand What an ML Pipeline Actually Does\" | Hashnode"
description: "Discussion on \"I Finally Understand What an ML Pipeline Actually Does\". Learn what a machine learning pipeline does, from data validation, preprocessing, training, evaluation, deployment, monitoring."
url: "https://hashnode.com/posts/ml-pipeline-explained/6ace1105f9099f3521dd082a"
---

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# [I Finally Understand What an ML Pipeline Actually Does](https://godfident-data.hashnode.dev/ml-pipeline-explained?utm_source=hashnode&utm_medium=feed)

Learn what a machine learning pipeline does, from data validation, preprocessing, training, evaluation, deployment, monitoring.

Oct 12 · 19 min read · godfident-data.hashnode.dev  
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-   [#machine-learning](https://hashnode.com/tag/machine-learning)
-   [#mlops](https://hashnode.com/tag/mlops)
-   [#python](https://hashnode.com/tag/python)
-   [#scikit-learn](https://hashnode.com/tag/scikit-learn)
-   [#machine-learning-engineering](https://hashnode.com/tag/machine-learning-engineering)
-   [#ai-engineering](https://hashnode.com/tag/ai-engineering)
-   [#databases](https://hashnode.com/tag/databases)

## Written by

[Bahati Brenda Kizito](https://hashnode.com/@Lioness256)

@Lioness256

  
[View profile](https://hashnode.com/@Lioness256)

Documenting my journey into data and AI

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