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Home
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Computational Linguistics
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Programming
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Python (Primary Language for NLP)
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Python for Data & NLP
NumPy (arrays, broadcasting, vectorized ops)
Pandas (DataFrames, Series, data manipulation)
Matplotlib & Seaborn (visualization)
Scikit-learn (ML pipeline, feature extraction)
NLTK (classic NLP toolkit)
spaCy (industrial NLP)
Gensim (topic modeling, word vectors)
Hugging Face Transformers (modern NLP)
PyTorch (deep learning framework)
TensorFlow / Keras (alternative deep learning)
Jupyter Notebooks