Sep 17 – 21, 2018
Department of Physics and Geology
Europe/Rome timezone
School on Open Science Cloud

Introduction to Machine Learning and Deep Learning

Sep 18, 2018, 10:00 AM
Physics Building (Department of Physics and Geology)

Physics Building

Department of Physics and Geology

via Pascoli, snc 06123 - Perugia (IT)


Prof. Elisa Ricci (Università di Trento)


From self-driving cars to voice-activated intelligent assistants and robots reading and mimicking human emotions, machine learning and deep learning are not only revolutionizing several industry sectors but they are slowly and steadily becoming part of our daily lives. This talk will provide an overview of deep learning, namely of modern, multi-layered neural networks trained on big data. In the talk the basic theory of deep learning and of neural networks’ training and optimization will be introduced. Then, the main types of deep learning models will be presented, together with some relevant applications in the fields of computer vision, robotics and natural language process.

Primary author

Prof. Elisa Ricci (Università di Trento)

Presentation materials