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Deeper Networks & Dropout

Tame overfitting with dropout, batch normalisation, and early stopping

0% · 0 of 4 steps completed · ~90 min · Regularisation techniques for deeper networks
1
Demonstrate Overfitting
Build a deliberately oversized network
2
Add Dropout
Randomly silence neurons to regularise
3
Batch Normalisation
Stabilise training with normalised activations
4
Early Stopping
Stop training at the right moment