Text Representation Using Bag Of Words (BOW): NLP Tutorial For Beginners - S2 E3

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 Complete NLP Playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uuvuAXhYjV2lMEShq2UYSwX 🔖Hashtags🔖 #nlp #nlptutorial #nlppython #nlpbagofwords #bagofwords #bagofwordsexample #bagofwordsusingnlp #bagofwordsnlp Do you want to learn technology from me? Check https://codebasics.io/?utm_source=description&utm_medium=yt&utm_campaign=description&utm_id=description for my affordable video courses. Need help building software or data analytics/AI solutions? My company https://www.atliq.com/ can help. Click on the Contact button on that website. 🎥 Codebasics Hindi channel: https://www.youtube.com/channel/UCTmFBhuhMibVoSfYom1uXEg #️⃣ Social Media #️⃣ 🔗 Discord: https://discord.gg/r42Kbuk 📸 Instagram: https://www.instagram.com/codebasicshub/ 🔊 Facebook: https://www.facebook.com/codebasicshub 📱 Twitter: https://twitter.com/codebasicshub 📝 Linkedin (Personal): https://www.linkedin.com/in/dhavalsays/ 📝 Linkedin (Codebasics): https://www.linkedin.com/company/codebasics/ 🔗 Patreon: https://www.patreon.com/codebasics?fan_landing=true