A video about autoencoders, a very powerful generative model. The video includes:
Intro: (0:25)
Dimensionality reduction (3:35)
Denoising autoencoders (10:50)
Variational autoencoders (18:15)
Training autoencoders (23:36)
Github repo:
Recommended videos:
Generative adversarial networks:
Restricted Boltzmann machines:
Matrix factorization:
Singular value decomposition:
Neural networks:
Convolutional neural networks:
Recurrent neural networks:
Logistic regression:
Shannon entropy:
Book by Luis Serrano! Grokking Mac
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