Text classification

Examples of text classification use cases

• Sentiment analysis
• News classification
• Product categorization
• Website categorization

Feature engineering for text classification

• lowercasing
• removing punctuation
• lemmatization
• word2vec
• TF-IDF
• BERT model

Training data sets - sources

• manual annotation - MechTurk
  
• scraping
  
• purchase from external sources