What is BERT? | Deep Learning Tutorial 46 (Tensorflow, Keras & Python)
What is BERT (Bidirectional Encoder Representations From Transformers) and how it is used to solve NLP tasks? This video provides a very simple explanation of it. I am not going to go in details of how transformer based architecture works etc but instead I will go over an overview where you understand the usage of BERT in NLP tasks. In coding section we will generate sentence and word embeddings using BERT for some sample text.
We will cover various topics such as,
* Word2vec vc BERT
* How BERT is trained on masked language model and next sentence completion task
⭐️ Timestamps ⭐️
00:00 Introduction
00:39 Theory
11:00 Coding in tensorflow
Code: https://github.com/codebasics/deep-learning-keras-tf-tutorial/blob/master/46_BERT_intro/bert_intro.ipynb
BERT article: http://jalammar.github.io/illustrated-bert/
Word2Vec video: https://www.youtube.com/watch?v=hQwFeIupNP0
Deep learning playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO
Machine learning playlist : https://www.youtube.com/playlist?list=PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw
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❗❗ DISCLAIMER: All opinions expressed in this video are of my own and not that of my employers'.
Видео What is BERT? | Deep Learning Tutorial 46 (Tensorflow, Keras & Python) канала codebasics
We will cover various topics such as,
* Word2vec vc BERT
* How BERT is trained on masked language model and next sentence completion task
⭐️ Timestamps ⭐️
00:00 Introduction
00:39 Theory
11:00 Coding in tensorflow
Code: https://github.com/codebasics/deep-learning-keras-tf-tutorial/blob/master/46_BERT_intro/bert_intro.ipynb
BERT article: http://jalammar.github.io/illustrated-bert/
Word2Vec video: https://www.youtube.com/watch?v=hQwFeIupNP0
Deep learning playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO
Machine learning playlist : https://www.youtube.com/playlist?list=PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw
🌎 Website: https://www.skillbasics.com/
🎥 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/
❗❗ DISCLAIMER: All opinions expressed in this video are of my own and not that of my employers'.
Видео What is BERT? | Deep Learning Tutorial 46 (Tensorflow, Keras & Python) канала codebasics
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