Course 4: Convolutional Neural Networks - Week 2

Use Open Source Implementations:

Tips for doing well on benchmarks and winning competitions:

Data vs Hand Engineering:

Implementing Distortions during training:

Transfer Learning:

Inception Module:

Using 1x1 Convolution Network:

The problem of computation cost:

Motivation for inception Network:

Using 1x1 Convolution Network:

1x1 Convolution Network:

ResNet:

Why do ResNet Works?

Residual Network:

Residual Block:

Classic Networks: VGG-16:

AlexNet:

LeNet - 5 [Read the Paper]

Why look at case studies:

mbhushan / ml