Let's understand the intuition, math and code of Self Attention in Transformer Neural Networks
ABOUT ME
⭕ Subscribe: https://www.youtube.com/c/CodeEmporiu...
📚 Medium Blog: / dataemporium
💻 Github: https://github.com/ajhalthor
👔 LinkedIn: / ajay-halthor-477974bb
RESOURCES
[ 1🔎] Code for video: https://github.com/ajhalthor/Transfor...
[2 🔎] Transformer Main Paper: https://arxiv.org/abs/1706.03762
[3 🔎] Bidirectional RNN Paper: https://deeplearning.cs.cmu.edu/F20/d...
PLAYLISTS FROM MY CHANNEL
⭕ ChatGPT Playlist of all other videos: • ChatGPT
⭕ Transformer Neural Networks: • Natural Language Processing 101
⭕ 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
TIMSTAMPS
0:00 Introduction
0:34 Recurrent Neural Networks Disadvantages
2:12 Motivating Self Attention
3:34 Transformer Overview
7:03 Self Attention in Transformers
7:32 Coding Self Attetion
Watch video Self Attention in Transformer Neural Networks (with Code!) online without registration, duration hours minute second in high quality. This video was added by user CodeEmporium 01 January 1970, don't forget to share it with your friends and acquaintances, it has been viewed on our site 97,923 once and liked it 2.7 thousand people.