- Regular Expression
- Stopword Removal, Stemming
- Creating features from text
- Term Frequency and Inverse Document Frequency (TF-IDF)
- Visualising text data and models
- Sentiment Analysis (Using Naive Bayes Classifier)
- Topic Modelling - Latent Dirichlet Allocation (LDA)