Natural Lanuguage Processing

The work is based on Udacity Data Science Nano-Degree on the section regarding NLP. The work present the codes for the following items:

Text Normalization
- Case Normalization
- Punctuation Removal
Parts of Speech (POS) Tagging
Stemming and Lemmatizing
stop words
Vectorizing text
- CountVectorizer - Bag of Words
- TfidfTransformer - TF-IDF values
- TfidfVectorizer - Bag of Words AND TF-IDF values

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Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
README.md		README.md
bow_tfidf_practice.ipynb		bow_tfidf_practice.ipynb
cleaning_solution.ipynb		cleaning_solution.ipynb
pos_ner_practice.ipynb		pos_ner_practice.ipynb
stem_lemmatize_practice.ipynb		stem_lemmatize_practice.ipynb
stop_words_practice.ipynb		stop_words_practice.ipynb
text_normalization.ipynb		text_normalization.ipynb
tokenization_practice.ipynb		tokenization_practice.ipynb