/NLP_Stack

Primary LanguageJupyter Notebook

NLP Stack

All the NLP problems I have worked on while learning about the domain! Solutions are progressively based on essential NLP topics such as :-

  • Regular Expressions

  • Tokenisation | Stemming | Lemmatization

  • N-Grams and Jaccard Similarity

  • Topic Modelling using LDA and BERTopic

  • Named Entity Recognition (NER) using SpaCy

  • Classification of Text using TFIDF and ML algorithms