Optional courses
GCED students can choose as optional subjects subjects from the degrees taught at the FIB, the ETSETB, and the FME (prior validation of the head of studies) and following the enrollment procedure described in the section optional registration (provided there are places available). The abbreviations below correspond to: degree in Mathematics (GM), degree in Statistics (GE), degree in Computer Engineering (GEI), degree in Physical Engineering (GEF), degree in Telecommunication Technologies and Services Engineering (GRETST) and Degree in Electronic Engineering (GEE).
During the degree, 36 ECTS must be taken in optional subjects (during the 4th year). Courses from the list below can be taken (for other subjects contact the head of studies), they can also be taken during mobility or up to 12 ECTS of curricular practices in a company can be validated.
In the list below, optional courses of interest for the Data Science and Engineering degree are suggested separately in different areas. You can check the timetables at:
ETSET Optional Courses. ETSETB Compulsory courses.
UPDATE: You can also get 2 or 3 optional credits by following seminars in the semester change periods (see below Data Science applied to finance, Data Science and blockchain, Machine learning for satellite imagery) or by taking 2 MESIO Summer School courses.
The slides that were made at the information meeting on optional courses (May 2022) is available for UPC students here.
Health:
- DSBIO Data science in Bioinformatics and Computational Biology. Optional course GCED (ETSETB, FME Q1). Monday and Thursday 10-12h
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EBIO Biosciences statistics. GE (FME, Q2)
Security and Privacy:
- NEW: DEB Seminar Data Engineering and blockchain, 3 ECTS, 23-30 January 2023, everyday 11:00-14:00 at 002 classroom of FME. GCED-FME. In English
- C Criptography. GEI (FIB, Q1)
- CRIPTOL Criptology. GM (FME, Q1).
- CSI Coding and Information Security. GRETST (ETSETB, Q2)
- GCS Cibersecurity Management. GEI (FIB, Q1,Q2)
Economy and Finance:
- ECO Econometry. GE (FME, Q2) (*)
- MF Finance Mathematics. GM (FME, Q2).
- MEFIAS Statistical methods for Finance and Insurance. GE (FME, Q1). Check the calendar.
- NEW: DSAF Seminar Data Science applied to Finance, 3 ECTS, 23-30 January 2023, 15:00-18:00 at 002 classroom at FME. GCED-FME. In English
Computation:
- ARAP Advanced deep learning and reinforcement learning. GCED (ETSETB Q1). Monday and Friday, 8:00-10:00.
- CITG Combinatorics and Graph Theory. GM (FME, Q1).
- CL Compilers. GEI (FIB, Q2)
- CN Numerical Computation. GEI (FIB, Q2)
- CQ Quantum computation. GM and GRETST (FME, ETSETB, CFIS, Q2)
- G Graphics. GEI (FIB, Q1, Q2)(*)
- IA Artificial Intelligence. GEI (FIB, Q1/Q2)(*)
- MAE Matlab and its Engineering applications. GRETST (ETSETB, Q1). Online, in English.
Robotics:
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ROB Robotics. GEI (FIB, Q1 i Q2)
Advanced topics on coding and algorithmics:
- AA Advanced Algorithmics. GEI (FIB, Q2)
- AIC Algorithmics and Complexity. GM (Q1). Not available on 22-23
- LP Programming languages. GEI (FIB, Q1,Q2)(*)
Multimedia:
- CDI Data and Image compressing. GEI (FIB, Q2)
- DRCAV Description and Retrieval of Audiovisual Content. Optativa (ETSETB, Q2). In English
- PAM Programming for Multimedia Applications. Optativa (ETSETB, Q1) In English
- TPA Audiovisual Technology and Production. GRETST (ETSETB, Q1/Q2)(*). Timetable
- NEW: Seminar Machine learning for Satellite Imagery, 2 ECTS, GCED-ETSETB. June-July 2023, timetable.
Other topics
- ASMI Social and Enviornmental aspects of Computer Science. GEI (FIB, Q1, Q2)
- IOT Internet of Things. GEE (ETSETB, Q2)(*)
- I2RCED Introduction to Research in Data Science and Engineering. GCED (ETSETB, Q1 i Q2). In English, timetable to be agreed with each tutor
- SLDS Free software and Social Development. GEI (FIB, Q1)
(*) Places are very limited because they are compulsory subjects for other degrees. If there is no place during the pre-registration and enrollment processes, you can request a change of enrollment (by enrolling in another subject beforehand in case there is no place).
On the other hand, you can also apply for a place at cap.estudis.gced@upc.edu if you want to study one of the following subjects (which will not appear in the pre-registration):
- AE Acoustics and Electroacoustics. GRETST (ETSETB, Q1/Q2)(*)
- ALN Numerical Linear Algebra. GM (FME, Q2)(*)
- BIOF1 Biophysics 1. GEF (ETSETB, Q2)(*)
- DGD Digital Design. GEE (ETSETB,Q1)(*)
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IDI Interaction and Design of Interfaces. GEI (FIB, Q1, Q2) (*)
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SAM Sensors, Actuators i Microcontrolers in mobile robots. GRETST (ETSETB, Q1)
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CCAV Coding of Audiovisual Contents. GRETST (ETSETB, Q1, Q2)
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TELED Remote Sensing and Earth Observation Systems. GRETST (ETSETB, Q1). In English
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SIMCON Computer Simulation of Condensed Matter. GEF (ETSETB, Q1). In English
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XC Computer Networks. GEI (FIB, Q1, Q2)(*)
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SO Operating systems. GEI (FIB, Q1, Q2)(*)
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PROP Programming projects. GEI (FIB, Q1,Q2)(*)
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CCQ Quantum computation and cryptography. GEI (FIB, Q1)
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HIPS Hardware Information Processing Systems. GEE (ETSETB,Q1)(*)
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DSBM Design of Microcomputers based systems. GEI (FIB, Q1,Q2)(*)
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