Free hands-on course with the implementation (in Python) and description of several Natural Language Processing (NLP) algorithms and techniques.

Although it is not intended to have the formal rigor of a book, we tried to be as faithful as possible to the original algorithms and methods, only adding variants, when these were necessary for didactic purposes.

If you want to play with these notebooks online without having to install any library or configure hardware, you can use the following service:

Natural Language Processing project with Python frameworks. NLP is a discipline where computer science, artificial intelligence and cognitive logic are intercepted, with the objective that machines can read and understand our language for decision making.

Books in plain text, both in English and Spanish. The enrichment of the entities is done from DBpedia.

    conda install -c conda-forge spacy
    python -m spacy download en_core_web_sm
    python -m spacy download es_core_news_sm
    conda install -c conda-forge sparqlwrapper
    pip install pyspellchecker
    conda install -c anaconda gensim
    conda install -c conda-forge wordcloud

• Python 3.8.5
• spaCy 3.0.5

Any kind of feedback/suggestions would be greatly appreciated (algorithm design, documentation, improvement ideas, spelling mistakes, etc...). If you want to make a contribution to the course you can do it through a PR.

• Created by Andrés Segura Tinoco
• Created on June 04, 2019
• Updated on July 04, 2021

This project is licensed under the terms of the MIT license.

I would like to thank Project Gutenberg for sharing the books in English and Peter Norvig for the spell checker algorithm.