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Firewall and Network Devices
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Image gradients; Style Transfer
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Generative Adversarial Networks
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Machine Translation; Attention
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Gated Recurrent Networks. Hierarchical recurrent networks.
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Homework 4; recurrent neural networks; mathematics of gating
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Recurrent neural networks; Jordan Networks; Elman Networks; SimpleRNN
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Keras Model API, nesting models; HW 4 introduction
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Using parameter files with ArgumentParser
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Convolutional neural networks: first code, 2D convolution; Dropout; First image classification architecture
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L1 and L2 Regularization, Dropout, including regularization in Keras models
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