Deep Neural NetworksCovers the back-propagation algorithm for deep neural networks and the importance of locality in CNN.
Neural Networks OptimizationExplores neural networks optimization, including backpropagation, batch normalization, weight initialization, and hyperparameter search strategies.
Boltzmann MachineCovers the Boltzmann Machine, a type of stochastic recurrent neural network.
