Deep Learning
Module 1 · Deep Learning · ~39 min

Deep Networks

Why go deep? Vanishing gradients, skip connections, batch norm.

  1. Why depth matters9 minUp next
  2. The vanishing gradient problem7 min
  3. Residual connections7 min
  4. Batch normalization7 min
  5. Dropout & weight decay9 min