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QuestionEasyMachine LearningScreening call · Wisebits / xHamster

Tokenization, Bag of Words, TF-IDF and embedding

What is tokenization and why is it needed in text processing tasks? What are the differences between Bag of Words, TF-IDF, and embeddings like word2vec?

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Tokenization, Bag of Words, TF-IDF and embedding — interview question — ML Mentor