Masterclass introduction to basic deep learning concepts

The purpose of the masterclass is to give an overview, in relative depth, but without excessive technicalities, of deep learning techniques. The session is structured in three parts. In the first part, the development of deep learning techniques is historically contextualized. In the second part, a feedforward on neural networks is made. And finally, a series of practical tips related to these technologies are collected. This training was developed through the CIDAI (Centre of Innovation for Data Tech and Artificial Intelligence) in collaboration with the Barcelona Supercomputing Centre (BSC).