Semantic gap

Loss function

Regularization

Gradient Descent

Stochastic Gradient Descent

Hyperparameters

Cross Validation

Vectorization

CIFAR-10

Convolutional Networks

Backpropagation

Neural Networks

Activation Function

Computational Graph

Softmax
SVM

Data-Driven Approach

Regularization

Neural Network

Loss Function