Understand the BERT Transformer in and out.
Follow me on M E D I U M: https://towardsdatascience.com/likeli...
Please subscribe to keep me alive: https://www.youtube.com/c/CodeEmporiu...
PLAYLISTS FROM MY CHANNEL
⭕ Reinforcement Learning: • Reinforcement Learning 101
Natural Language Processing: • Natural Language Processing 101
⭕ Transformers from Scratch: • Natural Language Processing 101
⭕ ChatGPT Playlist: • ChatGPT
⭕ Convolutional Neural Networks: • Convolution Neural Networks
⭕ The Math You Should Know : • The Math You Should Know
⭕ Probability Theory for Machine Learning: • Probability Theory for Machine Learning
⭕ Coding Machine Learning: • Code Machine Learning
MATH COURSES (7 day free trial)
📕 Mathematics for Machine Learning: https://imp.i384100.net/MathML
📕 Calculus: https://imp.i384100.net/Calculus
📕 Statistics for Data Science: https://imp.i384100.net/AdvancedStati...
📕 Bayesian Statistics: https://imp.i384100.net/BayesianStati...
📕 Linear Algebra: https://imp.i384100.net/LinearAlgebra
📕 Probability: https://imp.i384100.net/Probability
OTHER RELATED COURSES (7 day free trial)
📕 ⭐ Deep Learning Specialization: https://imp.i384100.net/Deep-Learning
📕 Python for Everybody: https://imp.i384100.net/python
📕 MLOps Course: https://imp.i384100.net/MLOps
📕 Natural Language Processing (NLP): https://imp.i384100.net/NLP
📕 Machine Learning in Production: https://imp.i384100.net/MLProduction
📕 Data Science Specialization: https://imp.i384100.net/DataScience
📕 Tensorflow: https://imp.i384100.net/Tensorflow
REFERENCES
[1] BERT main paper: https://arxiv.org/pdf/1810.04805.pdf
[1] BERT in google search: https://blog.google/products/search/s...
[2] Overview of BERT: https://arxiv.org/pdf/2002.12327v1.pdf
[4] BERT word embeddings explained: / why-bert-has-3-embedding-layers-and-their-...
[5] More details of BERT in this amazing blog: https://towardsdatascience.com/bert-e...
[6] Stanford lecture slides on BERT: https://nlp.stanford.edu/seminar/deta...
