Modelling and Data Science - full-time, starting in winter sem.

Specialisation

Assesment methods:

C - credits are awarded based on continous assessment

E - credits are awarded based on continous assessment and final exam

Semester 1

Course unit code Course unit title ECTS L T Lab P S O Exam
Total of credits 30.0   Total of teaching hours 455
22 91 1520 10 Academic English for Engineers 1 3 60 C
07 83 0102 20 Algebra 1 4 30 30 C
07 83 0103 20 Current Research and Industry 1 10 C
07 83 0105 20 Fundamentals of Experimental Data Analysis 4 10 15 15 C
02 03 5922 00 Information Technology 2 30 C
21 01 1296 00 Mathematics 1 4 30 30 E
07 83 0104 20 Physics 6 30 30 30 E
07 83 0101 20 Programming for Modelling and Data Analysis 5 15 45 15 C
22 91 1552 00 Study Skills for University 1 30 C

Semester 2

Course unit code Course unit title ECTS L T Lab P S O Exam
Total of credits 30.0   Total of teaching hours 495
22 91 1520 20 Academic English for Engineers 2 1 30 C
02 52 6460 00 Advanced Programming 4 30 30 C
07 83 0201 20 Algebra 2 4 15 30 E
02 53 5177 00 Algorithms and Data Structures 6 30 15 15 E
22 91 1553 10 Civic Knowledge and Engagement 1 1 30 C
02 63 6349 00 Computer Aided Design 3 15 30 C
22 92 0500 10 Foreign Language Block 1 3 60 C
22 91 1550 00 Introduction to PBL 1 15 C
21 01 1297 00 Mathematics 2 3 15 30 C
07 83 0202 20 Modern Physics 4 30 30 15 C
23 92 3111 10 Physical Education 0 30 C

Semester 3

Course unit code Course unit title ECTS L T Lab P S O Exam
Total of credits 30.0   Total of teaching hours 456
22 91 1520 40 Academic English for Engineers - certification 0 1 E
22 91 1520 30 Academic English for Engineers 3 2 30 C
22 91 1553 20 Civic Knowledge and Engagement 2 1 30 C
02 59 6290 00 Databases 5 30 30 E
07 83 0302 20 Electrodynamics and Optics 5 30 30 15 C
22 92 0500 20 Foreign Language Block 2 3 60 C
02 96 6177 00 Interdisciplinary Problem-based Learning Project 5 30 C
07 83 0301 20 Mathematical Methods 1 3 15 30 C
21 01 1298 00 Mathematics 3 4 30 30 E
07 83 0303 20 Numerical Methods 2 10 15 10 C
23 92 3111 20 Physical Education 0 30 C

Semester 4

Course unit code Course unit title ECTS L T Lab P S O Exam
Total of credits 30.0   Total of teaching hours 385
22 91 1553 30 Civic Knowledge and Engagement 3 1 30 C
07 83 0404 20 Computer Simulations 5 15 15 30 C
02 59 6324 00 Data Warehousing 2 15 15 C
02 05 6310 00 Electronics 3 30 15 C
22 92 0500 30 Foreign Language Block 3 2 30 C
07 83 0402 20 Mathematical Methods 2 6 30 30 E
23 92 3111 30 Physical Education 0 30 C
07 83 0403 20 Quantum Systems 5 30 30 E
07 83 0401 20 Team Project 6 40 C

Semester 5

Course unit code Course unit title ECTS L T Lab P S O Exam
Total of credits 30.0   Total of teaching hours 405
22 91 1553 40 Civic Knowledge and Engagement 4 1 30 C
02 59 6325 00 Data Exploration 3 15 30 C
07 83 0505 20 Electronics Laboratory 4 45 C
02 58 6167 00 Introduction to Machine Learning 3 15 30 C
07 83 0504 20 Modeling of Physical Fields 4 15 30 E
07 83 0507 20 Process Modelling for Industry 4.0 5 15 45 C
07 83 0503 20 Properties of Matter 4 30 15 C
07 83 0506 20 Quantum Computing 2 15 15 C
07 83 0502 20 Statistical Physics 2 15 15 C
07 83 0501 20 Stochastic Processes 2 15 15 C

Semester 7

Course unit code Course unit title ECTS L T Lab P S O Exam
Total of credits 26.0   Total of teaching hours 345
02 58 6141 00 Artificial Intelligence Fundamentals 4 15 30 E
02 59 6326 00 Big Data 2 30 C
07 83 0701 20 Diploma Proseminar 1 15 C
07 83 0704 20 Electronic Structure Modelling 3 15 15 15 C
07 83 0703 20 Optimization Theory 4 30 30 E
07 83 0705 20 Optoelectronics and Photonics 5 30 30 C
07 87 0702 20 Professional Design Project 7 30 60 C

Semester 8

Course unit code Course unit title ECTS L T Lab P S O Exam
Total of credits 18.0   Total of teaching hours 62
07 83 0802 20 Diploma Seminar 3 30 E
07 83 0804 20 Final Exam 0 E
07 83 0803 20 Final Project 15 10 E
07 83 0801 20 Industrial Placement 12 C