Bag of words (a.k.a. BOW) is a technique used for text representation in natural language processing. In this NLP tutorial, we will go over how a bag of words works and also write some code for email classification that uses a bag of words and the Naive Bayes classifier in machine learning.
Code: https://github.com/codebasics/nlp-tutorials/blob/main/9_bag_of_words/bag_of_words_tutorial.ipynb
Exercise: https://github.com/codebasics/nlp-tutorials/blob/main/9_bag_of_words/bag_of_words_exercise_questions.ipynb
⭐️ Timestamps ⭐️
00:00 Theory
08:00 Coding
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#nlp #nlptutorial #nlppython #nlpbagofwords #bagofwords #bagofwordsexample #bagofwordsusingnlp #bagofwordsnlp
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