RicardoMoya/NLP_with_Python
En este proyecto de GitHhub podrás encontrar parte del material que utilizo para impartir las clases de Procesamiento de Lenguaje Natural con Python.
Covers fundamental NLP techniques using NLTK and spaCy for text preprocessing (tokenization, stemming, lemmatization, NER), then progresses to text classification via Naive Bayes, scikit-learn algorithms, and deep learning with TensorFlow/Keras (MLPs and LSTMs). Includes topic modeling approaches (LSI, LDA) and real-world applications like Twitter political sentiment analysis, all presented as Jupyter notebooks with practical proof-of-concept implementations.
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Jun 12, 2023
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