Deep Learning
Module Core Models and Methods

Academic Year 2025/2026 - Teacher: GIOVANNI MARIA FARINELLA

Course Planning

	Subjects	Text References
1	Introduction to Deep Learning	[1]
2	Multilayer Perceptron	[1]
3	Back Propagation	[1]
4	Regularization	[1]
5	Convolutional Neural Network	[1]
6	Transfer Learning	[1]
7	Introduction to Generative Models	[1]
8	Deep Sequential Modeling	[1]
9	Transformers	[1]
10	Causal Bayesian Inference	[1]