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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