I'm starting this new series on Natural language processing with Python. We will be exploring the NLP libraries like NLTK and SpaCy.
I'm starting this new series on Natural language processing with Python. We will be exploring the NLP libraries like NLTK and SpaCy. We will be covering the following topics :
1) Use of regex library in text cleaning. 2) Understanding the basics of NLP libraries i.e. SpaCy and NTLK 3) Basics of NLP Tools like Tokenization, Displacy, Stemming, Lemmatization, Stop-words 4) Part of speech tagging and NER (named entity recognition) 5) Text Classification- How to extract features from text data 6) Semantics and Sentiment analysis 7) Topic Modelling- LDA(Latent Dirichlet Allocation), NMF(Non-negative Matrix Factorization) 8) Deep learning and NLP 9) Projects
Spacy: pip install -U spacy Language model: python -m spacy download en NLTK: pip install nltk
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