Deep Learning

Credits: 
2
Hours: 
22
Area: 
Big Data Mining
Teachers: 
Tutor: 
Academic Year: 
2022-2023
2021-2022
2020-2021
Description: 

The course will first introduce the fundamentals of artificial neural networks and, then, it will provide an overview of the main techniques and models of the deep learning field. Specific focus will be placed on detailing neural models that are useful for addressing predictive tasks on vectorial, sequential and image data, and to generative deep learning, including variational and adversarial learning.

Technics and tools: 

 

 

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