---
title: "Discussion on \"Text Preprocessing in NLP: A Beginner's Guide\" | Hashnode"
description: "Discussion on \"Text Preprocessing in NLP: A Beginner's Guide\". Learn essential text preprocessing techniques in NLP, from cleaning to tokenization, and enhance your project's performance with practical examples"
url: "https://hashnode.com/posts/text-preprocessing-in-nlp-a-beginners-guide/69469811e4f2e10ed35aa1bb"
---

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# [Text Preprocessing in NLP: A Beginner's Guide](https://nlp-learning-journey.hashnode.dev/text-preprocessing-in-nlp-a-beginners-guide?utm_source=hashnode&utm_medium=feed)

Learn essential text preprocessing techniques in NLP, from cleaning to tokenization, and enhance your project's performance with practical examples

Dec 20, 2025 · 5 min read · nlp-learning-journey.hashnode.dev  
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## Written by

[Deepika](https://hashnode.com/@deepikadiviti)

@deepikadiviti · India

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

From Python rookie to AI enthusiast | Documenting the journey

Hey, I’m Deepika, an AI and ML engineer focused on building practical, end-to-end intelligent systems. I work primarily with Python, scikit-learn, FastAPI, and LangChain to develop machine learning and NLP applications that move beyond notebooks into usable products. I care about model reliability, interpretability, and building AI systems that are production-ready. On this blog, I document real builds, debugging lessons, architecture decisions, and applied ML concepts. I write to sharpen my thinking and help others build stronger AI systems. Open to remote roles, freelancing, and serious AI collaborations.

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