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Deep Learning(CS7015): Lec 8.1 Bias and Variance
Deep Learning(CS7015): Lec 8.11 Dropout
Deep Learning(CS7015): Lec 13.2 Recurrent Neural Networks
Deep Learning(CS7015): Lec 10.8 GloVe representations
Deep Learning(CS7015): Lec 8.8 Adding Noise to the outputs
Deep Learning(CS7015): Lec 1.8 The Madness (2013-)
Deep Learning(CS7015): Lec 8.2 Train error vs Test error
Deep Learning(CS7015): Lec 13.1 Sequence Learning Problems
Deep Learning(CS7015): Lec 8.2 (Part-2) Train error vs Test error (Recap)
Deep Learning(CS7015): Lec 10.1 One-hot representations of words
Deep Learning(CS7015): Lec 8.3 True error and Model complexity
Deep Learning(CS7015): Lec 5.8 Line Search