Prof. Antonio Emanuele Cinà

Argomenti del programma: The course provides an extensive treatment of deep learning starting from the basics to advanced topics. - Introduction to deep learning - Artificial neurons, shallow networks, deep networks - Loss functions - Gradient descent and its variants - Backpropagation - Regularization - Convolutional neural networks - Recurrent neural networks - Attention models and transformers - Introduction to deep unsupervised learning…

Argomenti del programma: The course provides an extensive treatment of deep learning starting from the basics to advanced topics. - Introduction to deep learning - Artificial neurons, shallow networks, deep networks - Loss functions - Gradient descent and its variants - Backpropagation - Regularization - Convolutional neural networks - Recurrent neural networks - Attention models and transformers - Introduction to deep unsupervised learning…