How to Build a Complete End-to-End NLP Pipeline with Gensim: Topic Modeling, Word Embeddings, Semantic Search, and Advanced Text Analysis
In this tutorial, we current a full end-to-end Natural Language Processing (NLP) pipeline constructed with Gensim and supporting libraries, designed to run seamlessly in Google Colab. It integrates a number of core methods in fashionable NLP, together with preprocessing, subject modeling with Latent Dirichlet Allocation (LDA), phrase embeddings with Word2Vec, TF-IDF-based similarity evaluation, and semantic…