Feature Engineering for NLP in Python
Dataset: https://github.com/JaziDesigns/Datase...
Dataset: https://github.com/JaziDesigns/Datase...
Dataset: https://github.com/JaziDesigns/Datase...
Datset: https://github.com/JaziDesigns/Datase...
Dataset: https://github.com/JaziDesigns/Datase...
This video is related to Introduction to Natural Language Processing in Python
The tasks are done in this video using python programming libraries such as
warnings
textatistic
re
spacy
nltk
gensim
collections
numpy
pandas
sklearn
Methods:
Tokenization
Lemmatization
Bag of Words
Text Preprocessing
Gunning Fog Score
Flesch Score
Cosine similarity
BoW Naive Bayes classifier
Naive Bayes with Scikit-Learn
Named Entity Recognition
Confusion Matrix
Model Performance
Tasks
1) Implement NLP by Feature Engineering
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