Text Analysis Methods Workshop 10: The vector space model and cosine similarity

• Text Analysis Methods Workshop 1: Initial setup; a bit of Git
• Text Analysis Methods Workshop 2: Using a Jupyter Notebook; basic Python an Example Script
• Text Analysis Methods Workshop 3: Python Fundamentals continued; another Example Script
• Text Analysis Methods Workshop 4: Basics of Text Processing; tokenization, word counts, lemmatization
• Text Analysis Methods Workshop 5: POS tagging; Named Entity Recognition
• Text Analysis Methods Workshop 6: Working with textual corpora and datasets
• Text Analysis Methods Workshop 7: Dictionaries and lexicons
• Text Analysis Methods Workshop 8: Levenshtein distance and fuzzy matching
• Text Analysis Methods Workshop 9: Collocations and N-grams
• Text Analysis Methods Workshop 10: The vector space model and cosine similarity
• Text Analysis Methods Workshop 11: TF-IDF and clustering
• Text Analysis Methods Workshop 12: Topic models and Word2vec
• Text Analysis Methods Workshop 14: Machine learning classification (linear and logistic regression)
• Text Analysis Methods Workshop 15: Network analysis and visualization

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