Natural Language Processing (NLP)

  1. Introduction to Natural Language Processing (NLP)
  2. NLP Tools and Packages Installations
  3. NLP Modeling Pipeline
  4. NLP Text Pre-Processing and Cleaning- Tokenization
  5. NLP Text Pre-processing and Cleaning- Stop Words Removal
  6. NLP Text Cleaning using ‘clean-text’ Package
  7. NLP Text Pre-Processing and Cleaning- Stemming and Lemmatization
  8. NLP Text Pre-processing and Cleaning- Text Vectorization
  9. NLP Text Pre-processing and Cleaning- Regular Expressions (RegEx)
  10. NLP Naïve Bayes Classifier
  11. NLP- What is Sentiment Analysis
  12. NLP- Do Sentiment Analysis using NLTK VADER Package along with Threshold Optimization