[ 100k Special ] Transformers: Zero to Hero

Поділитися
Вставка
  • Опубліковано 15 тра 2024
  • Let's talk about transformers from scratch.
    CODE: github.com/ajhalthor/Transfor...
    0:00 Thank you for 100K!
    0:29 Transformer Overview
    12:27 Self Attention
    26:40 Multihead Attention
    39:31 Position Encoding
    48:51 Layer Normalization
    1:00:50 Architecture Deep Dive
    1:27:56 Encoder Code
    2:16:10 Decoder Code
    2:54:11 Sentence Tokenization
    3:12:26Training and Inference
    MATH COURSES (7 day free trial)
    📕 Mathematics for Machine Learning: imp.i384100.net/MathML
    📕 Calculus: imp.i384100.net/Calculus
    📕 Statistics for Data Science: imp.i384100.net/AdvancedStati...
    📕 Bayesian Statistics: imp.i384100.net/BayesianStati...
    📕 Linear Algebra: imp.i384100.net/LinearAlgebra
    📕 Probability: imp.i384100.net/Probability
    OTHER RELATED COURSES (7 day free trial)
    📕 ⭐ Deep Learning Specialization: imp.i384100.net/Deep-Learning
    📕 Python for Everybody: imp.i384100.net/python
    📕 MLOps Course: imp.i384100.net/MLOps
    📕 Natural Language Processing (NLP): imp.i384100.net/NLP
    📕 Machine Learning in Production: imp.i384100.net/MLProduction
    📕 Data Science Specialization: imp.i384100.net/DataScience
    📕 Tensorflow: imp.i384100.net/Tensorflow
    #chatgpt #deeplearning #machinelearning #bert #gpt

КОМЕНТАРІ • 89