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NYU Deep Learning 2021 by Alfredo Canziani & Yann LeCun

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Description:

Website: https://atcold.github.io/NYU-DLSP21/

Github: https://github.com/Atcold/NYU-DLSP21

2020 version: https://tutobase.com/post/133

Lectures:

01 – History and resources
01L – Gradient descent and the backpropagation algorithm
02 – Neural nets: rotation and squashing
02L – Modules and architectures
03 – Tools, classification with neural nets, PyTorch implementation
03L – Parameter sharing: recurrent and convolutional nets
04L – ConvNet in practice
04.1 – Natural signals properties and the convolution
04.2 – Recurrent neural networks, vanilla and gated (L

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