COURSES given in English at ETSIT-UPM 2025-26
The courses syllabus have been partly translated in English. We would like to apology for the trouble caused. The new syllabus for next academic year 2026-27 will be corrected and entirely translated in English. Nevertheless, the information related to the courses objective, schedule, and assessment is in English. Thank you for your understanding
Master of Science in Signal Theory and Communications
ONE YEAR PROGRAM - 60 ECTS
CODE | SEMESTER | COURSE | ACRONYM | ECTS | SYLLABUS |
|---|---|---|---|---|---|
93000950 | 2º | MASTER THESIS | TFM | 12.0 |
Option in Signal Processing and Machine Learning for Big Data
CODE | SEMESTER | COURSE | ACRONYM | ECTS | SYLLABUS |
|---|---|---|---|---|---|
| 93000920 | 1º | OPTIMIZATION FUNDAMENTALS | OPTF | 3.0 | |
93000938 | 1º | OPTIMIZATION TECHNIQUES FOR BIG DATA ANALYSIS | OTBD | 3.0 | |
93000939 | 1º | STATISTICAL MODELLING | STMO | 3.0 | |
93000940 | 1º | TIME SERIES ANALYSIS | TSAN | 4.5 | |
93000941 | 1º | PREDICTIVE AND DESCRIPTIVE LEARNING | PRDL | 6.0 | |
93000942 | 1º | DATA SCIENCE FOUNDATIONS AND APPLICATIONS | DSFA | 2.0 | |
93000943 | 1º | MACHINE LEARNING LAB | MLLB | 4.5 | |
93000944 | 2º | LARGE-SCALE MEDIA ANALYTICS | LSMA | 4.0 |  |
93000945 | 2º | SIGNAL PROCESSING FOR BIG DATA | SPBD | 4.0 | |
93000946 | 2º | BIG DATA FOR IMAGE AND VIDEO SIGNALS | BDIVS | 4.0 | |
93000947 | 2º | BIO-INSPIRED LEARNING | BINL | 3.0 | |
93000948 | 2º | REINFORCEMENT LEARNING | REIL | 3.0 | |
93000949 | 2º | APPLICATION PROJECTS | APPR | 4.0 | |
