---
title: "Discussion on \"05 data ingestion modules\" | Hashnode"
description: "Discussion on \"05 data ingestion modules\". How to Build a Flexible Data Ingestion Pipeline in Python Using YAML Configs\nManaging machine learning pipelines can get messy—fast. Hardcoding paths, URLs, and settings in your scripts is a recipe for chaos when your project grows. That’s why using ..."
url: "https://hashnode.com/posts/05-data-ingestion-modules/6803625880db9fe437b30b5a"
---

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# [05 data ingestion modules](https://predict-pipe-datascience.hashnode.dev/05-data-ingestion-modules?utm_source=hashnode&utm_medium=feed)

How to Build a Flexible Data Ingestion Pipeline in Python Using YAML Configs Managing machine learning pipelines can get messy—fast. Hardcoding paths, URLs, and settings in your scripts is a recipe for chaos when your project grows. That’s why using ...

Apr 19, 2025 · 4 min read · predict-pipe-datascience.hashnode.dev  
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-   [#dataintegration](https://hashnode.com/tag/dataintegration)
-   [#data-ingestion](https://hashnode.com/tag/data-ingestion)

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[Yash Maini](https://hashnode.com/@yashmaini)

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