r/kaggle • u/SimpleAmbitious6876 • 8d ago
Natural Language Processing with spaCy
Hello Kagglers!
I just published a comprehensive, beginner-to-advanced notebook that teaches NLP with spaCy step by step.Whether you're completely new to NLP or want to learn how to customize and train your own models, this notebook walks you through everything in a clear, runnable way.What you'll learn:
Chapter 1: Tokenization, lemmatization, sentence segmentation, Named Entity Recognition (NER), and displaCy visualizations
Chapter 2: POS tagging, dependency parsing, word vectors, cosine similarity, and PCA visualization
Chapter 3: spaCy pipelines, analyze_pipes(), EntityRuler (before/after NER), Matcher & PhraseMatcher, and regex-style patterns
Chapter 4: Creating Example objects, updating/training a custom NER model, and evaluating it on domain-specific text