Congratulations!

Feature Engineering for NLP in Python

Rounak Banik

Data Scientist

Review

• Basic features (characters, words, mentions, etc.)
• Readability scores
• Tokenization and lemmatization
• Text cleaning
• Part-of-speech tagging & named entity recognition
• n-gram modeling
• tf-idf
• Cosine similarity
• Word embeddings

Further resources

• Advanced NLP with spaCy
• Deep Learning in Python

Thank you!

Feature Engineering for NLP in Python