Deep Learning
Welcome to the official webpage for the Deep Learning courses given by the Barcelona School of Telecommunications Engineering (ETSETB) from the Universitat Politècnica de Catalunya (UPC).
The material listed in this site are from the courses thaught in the Master of Science (MSc) and Bachelors seminars (BSc) offered by the School. More information on these studies can be found at:
Master's degree in Telecommunications Engineering (ETSETB - MET)
Master in Advanced Telecommunication Technologies (ETSETB - MATT)
Master's degree in Computer Vision (UAB+UPC+UPF+UOC)
Bachelor's degree in Data Science and Engineering (FIB+ETSETB+FME - DSE)
Postgraduate course in Artificial Intelligence with Deep Learning (UPC School - AIDL)
Topics covered
The offered courses involving Deep Learning techniques are divided in 9 different modules presented below. Every course covers a few topics on different modules and a comparison table is found for each course in the next section:
Basic and Introductory
Architectures
Training
Learning Paradigms
Advanced concepts
Generative Models
Reinforcement Learning
Multimodal Learning
Applications
Computer Vision
Natural Language Processing
Speech Processing