#520 · Primary category: Education & Research

hands-on-nltk-tutorial

binder didactic jupyter jupyter-notebook jupyter-notebooks nlp nlp-machine-learning nlp-resources nltk nltk-library nltk3 notebook notebook-jupyter notebooks tutorial tutorials

The hands-on NLTK tutorial for NLP in Python

Project last updated:04/17/26

GitHub Stars

571

Forks

241

Contributors

2

License

MIT

Why we included this project

These Jupyter notebooks teach NLTK by example, one runnable exercise at a time, instead of just explaining the library in prose. The early ones cover package setup and basic text analysis, then build up to n-gram language identification, stemming and lemmatization, parts-of-speech tagging, and classifiers that guess a name's gender or a text's genre. Later notebooks get into sentiment analysis with NLTK's SentimentAnalyzer and VADER, language-detection libraries, and working with non-Latin scripts like Greek. Because everything runs on Binder, you can open a notebook in your browser and execute it without installing anything locally. For students, data analysts, or developers who want the classic NLTK workflow under their belt before moving to newer tooling, this is a practical place to start.

Articles for this project

No articles for this project yet.

To suggest a topic or contribute an article, contact us.

Related projects in this category