Text Representation with Word Embeddings: NLP Beginner Tutorial - S2 E7
This tutorial explores the impact of word embeddings like Word2Vec, GloVe, and fastText on NLP, providing foundational knowledge for beginners and discussing recent transformer-based approaches.

codebasics
65.9K views • Sep 8, 2022

About this video
Word embeddings have revolutionized NLP in the last few years. Word2vec, Glove, fastText are a few popular word embedding techniques. New transformer-based word and document embedding techniques such as BERT, GPT, ElMo are further advancing the arena of representing text accurately in form of a dense vector. In this video, we will have an overview of word embedding. There is no coding in this video.
Full tutorial on Word2vec: https://www.youtube.com/watch?v=hQwFeIupNP0
Complete NLP Playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uuvuAXhYjV2lMEShq2UYSwX
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.
🔖Hashtags🔖
#nlp #nlptutorial #textrepresentation #wordembeddings #nlptextrepresentation #nlpwordembeddings
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Full tutorial on Word2vec: https://www.youtube.com/watch?v=hQwFeIupNP0
Complete NLP Playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uuvuAXhYjV2lMEShq2UYSwX
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.
🔖Hashtags🔖
#nlp #nlptutorial #textrepresentation #wordembeddings #nlptextrepresentation #nlpwordembeddings
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
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Video Information
Views
65.9K
Likes
1.4K
Duration
8:11
Published
Sep 8, 2022
User Reviews
4.7
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