Deep Learning(CS7015): Lec 8.1 Bias and Variance
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Deep Learning(CS7015): Lec 8.9 Early stopping
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Deep Learning(CS7015): Lec 8.11 Dropout
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Deep Learning(CS7015): Lec 13.2 Recurrent Neural Networks
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Deep Learning(CS7015): Lec 8.3 True error and Model complexity
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Deep Learning(CS7015): Lec 5.8 Line Search
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Deep Learning(CS7015): Lec 8.4 L2 regularization
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Deep Learning(CS7015): Lec 1.6 The Curious Case of Sequences
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Deep Learning(CS7015): Lec 2.8 Representation Power of a Network of Perceptrons
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Lecture 8 | Deep Learning Software
In Lecture
Deep Learning(CS7015): Lec 8.5 Dataset augmentation
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Deep Learning(CS7015): Lec 14.3 (Part-2) How LSTMs avoid the problem of vanishing gradients (Contd.)
lec14mod03 part02.
Deep Learning(CS7015): Lec 8.6 Parameter sharing and tying
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