Agreement on Dual Degree Master Program in Computer Science. Politechnika Warszawska. Technische Universität Berlin

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Agreement on Dual Degree Master Program in Computer Science between Politechnika Warszawska Faculty of Electronics and Information Technology and Technische Universität Berlin School of Electrical Engineering and Computer Science 1

1 Subject of the agreement and aims This agreement describes the academic and administrative conditions concerning the realization of a dual degree program supporting the exchange of students between Politechnika Warszawska (Warsaw University of Technology, WUT), Faculty of Electronics and Information Technology, and Technische Universität Berlin (TUB), School of Electrical Engineering and Computer Science. The aim is to enable TUB students of Computer Science and WUT students of Electrical and Computer Engineering (ECE) as well as WUT students of Computer Science to receive degrees of both universities. This is based on the principle that the participating students have to fulfill the requirements of both study programs. 2 Academic conditions 2.1 Scope of agreement This agreement applies to TUB students in the Master Program in Computer Science (CS) and WUT students in the Master Program in Electrical and Computer Engineering (ECE) or in the Master Program in Computer Science, who are well-versed in the English language, as demonstrated by a TOEFL test (a minimum of 83 internet-based test points or 560 paper-based test points) or B-2 level university exam (at least grade B). 2.2 Admission procedure Both parties guarantee that participants of the dual degree program will be selected according to their academic, personal, and linguistic qualifications. To enter the dual degree master program, students first have to be admitted to the Master Program in CS or ECE, respectively, at their home institution. Not later than in their first year, students can apply for the dual degree master program. Applications are evaluated first by the home institution and then presented to the partner institution (which will become the student's host institution) for review and approval. To be admitted to the program, students must meet all graduate admission policies at both institutions, and must have advisors who agree to advise them at both institutions. 2.3 Exchange contingent Up to five students are to be accepted by the host institution per year. 2.4 Acknowledgment of student's achievements on entering the dual degree program On the assumption of fundamental equivalence and based on mutual trust in the academic quality of the host university's curriculum, it is agreed that WUT acknowledges the qualification for entrance to TUB CS Master Program. TUB acknowledges the qualification for entrance to WUT ECE or WUT CS Master Program. 2.5 Student supervision Students will have an advisor at WUT and an advisor at TUB. After being accepted to the dual degree program, the student has to select an advisor at the home university in the desired field of specialization. In discussion with this advisor, a co-advisor in the same research area at the host university has to be found, who is willing to supervise the student s master thesis. 2.6 Curricular conditions Period of study. The standard period of study is four semesters, consisting of three semesters of course work, and a master thesis. The first two semesters are studied at the home institution, the two last semesters are taken at the host institution. 2

Required credits. Students are required to gather 120 ECTS in total. Usually, 60 ECTS are taken from WUT and 60 ECTS from TUB. At least 54 ECTS must be taken from either institution, i.e. up to 6 ECTS can be compensated by courses from the other institution. Course overlap. The courses attended at both institutions may overlap only slightly. Master thesis. The master thesis accounts for 30 ECTS. The master thesis is expected to be written by the participants of Dual Degree Master Program in Computer Science in the 4th semester of the program at TUB or in the 3 rd and 4 th at WUT. It must be written in English, or, after the acceptance of WUT and TUB, in Polish or German, on a topic in the student's specialization area. It must be accepted by both advisors. The master thesis is graded by respective examination diploma boards of WUT and TUB based on the grades of the WUT and TUB advisors and according to the respective regulations. The WUT and TUB examination diploma boards do not need to be separate. Host country language. Students are expected to acquire basic skills in the language of the host country. Seminar and project course. Students must take at least one seminar and one project course at TUB (for instance, a combined seminar/project module). Specialization area. WUT students must choose Intelligent Systems (IS) as the specialization area at TUB and TUB students must choose Computer Science and Networks (CSN) at WUT. Requirements. After admission to the program, students have to submit an individual study program that needs to be approved by the Dean of the home university and the Dean of the host university. The program should specify which courses will be taken by the student, at which semester and at which university. In justified cases, the study program can be modified. The changes require the approval of the Deans of both universities. Depending on the local regulations the Dean may delegate this competence to the program coordinator. The program must fulfill all requirements of both TUB Intelligent Systems curriculum and either WUT Computer Systems and Networks curriculum or WUT Computer Information System Engineering (ISI) curriculum. 2.7 Examination regulations During the studies of WUT students at TUB, the examination regulations (Prüfungsordnung) of TUB apply in the current version. During the studies of TUB students at WUT, the examination regulations of WUT apply in the current version. Both partner institutions will hand out a transcript of records in English to students. The Transcript of Records is an official inventory of the courses taken, the achieved number of ECTS credit points, and national grades earned by the students throughout their stay in the host institution. Details of the grading schemes can be found in Appendix B. 2.8 Awarding the degrees After successful completion of the complete program at both universities, the participating students receive the Master degree of both universities. TUB students will receive a Master of Science degree in the field of Computer Science from TUB and a Master of Science in Engineering degree in the field of Macro-field of Study: Electrical and Computer Engineering from WUT. WUT students will receive a Master of Science degree in the field of Computer Science from TUB and a Master of Science in Engineering degree from WUT either in the field of Macro-field Study: Electrical and Computer Engineering or in the field of Computer Science depending on their respective WUT study program. 3

2.9 Program coordinator Both institutions appoint a program coordinator responsible for the implementation of the program. In case of any difficulties the two program coordinators are expected to solve the problems by mutual consent. 3 Financial arrangements Students participating in this dual degree program will pay their normal tuition and registration fees at their home universities. During the of the agreement, the host institution agrees to waive all tuition fees for incoming students under this agreement. However, student may have to pay a small student registration fee at the host institution. The host university will arrange for accommodation in a student dormitory, if wanted and possible. Participants of the dual degree program are responsible for their own travel and living expenses during the exchange, if there is no third party funding. The home as well as the host institution will, however, try to get financial support to defray all or part of those expenses. 4

Appendix A: Overview of the Curricula at WUT and TUB WUT Electrical and Computer Engineering specialization: Computer Systems and Networks (ECE-CSN) Semesters: 1 2 3 4 Groups of courses ECTS credits CSN Fundamentals 36 CSN Advanced Courses 42 General Studies: Mathematics (D) 6 General Studies: Non-ECE Electives 3 M.Sc. Diploma Project & Seminar 33 (30 from M.Sc. Thesis and 3 from a seminar) 33 30 30 27 Specialization areas in WUT ECE master Program: Computer Systems and Networks (CSN) Telecommunications (TCM) specialization: WUT Computer Science (in Polish) Computer Information System Engineering (CS-ISI) Semesters: 1 2 3 4 Groups of courses ECTS credits ISI Fundamentals 30 Advanced Technical Courses 32 (includes 20 from ISI Advanced Courses + 8 from General Advanced Courses) Non-technical courses 6 M.Sc. Research Projects 16 M.Sc. Diploma Projects & Seminars 39 (33 from M.Sc. Thesis and 6 from 2 seminars) 30 30 30 30 Specialization areas in WUT CS master Program: Computer Information System Engineering 1 (ISI) Information and Decision Systems 2 (SID) 1 in Polish: Inżynieria Systemów Informatycznych 2 in Polish: Systemy Informacyjno-Decyzyjne 5

TUB Computer Science Semesters: 1 2 3 4 Courses (or groups of courses) Major Studies (CS) ECTS credits 54-60 (at least 30 from IS) Minor Studies 18-24 General Studies 12-18 M.Sc. Thesis 30 30 30 30 30 Specialization areas in TUB CS master Program: System Engineering (SE) Dependable Systems (DS) Intelligent Systems (IS) Communication based Systems (CBS) 6

Appendix B: Special curricular regulations for the DD-program The following regulations and lists are based on the current offer of English courses at the two institutions which is subject to change. The two institutions will update the lists accordingly. B1. TUB requirements on Minor and General studies: The TUB-CS program requires credit points in a minor subject (at least 18 ECTS) and in General Studies (at least 12). The goal of General Studies is to round off the graduate s competences and enable them to acquire other knowledge that will be useful in their future careers or for their academic qualification. In the spirit of this agreement both parties believe that the very participation in this program with its intercultural experience strongly contributes to this goal. The TUB requirements on General Studies are therefore relaxed for participants of this program in that way that the required 12 ECTS can also be taken from CS in order to fulfill the other requirements. The rationale behind the requirement for a minor subject is the observation that the practical work of a CS graduate usually takes place in some application context and means working in multidisciplinary teams. Taking a minor subject will provide the graduate with the basic knowledge and the scientific approach of at least one field other than computer science. TUB-CS students are encouraged to keep their field of minor studies they selected in the bachelor program. They should try to finish the requirements of the minor studies during their first year at their home university. WUT students should take benefit from the opportunity to define an individually composed minor field of at least 18 ECTS. Table 1 lists WUT courses that may be taken as part of a minor subject entitled either Scientific Methodology or Topics in Social Sciences. WUT category course name ECTS comment Minor Subject General Studies: Academic Writing 3 Scientific Methodology Non-ECE Culture and Tradition 3 Scientific Methodology Electives Ethical Aspects of 3 Scientific Methodology Research and Engineering Introduction to Sociology 3 Scientific Methodology Quality Management 3 Scientific Methodology General Studies: Discrete Random 6 only in Scientific Methodology Mathematics (D) Processes Winter CSN Advanced Parallel Numerical Methods 6 only in Scientific Methodology Courses Winter Non-technical Team Building 3 in Polish Topics in Social Sciences courses Philosophy of Globalism 3 in Polish Topics in Social Sciences Free-Market Economy - 3 in Polish Topics in Social Sciences Case of Europe Sociological Perspective on 3 in Polish Topics in Social Sciences Political Marketing Problems of Western 3 in Polish Topics in Social Sciences Civilisation Social Acceptation - 3 in Polish Topics in Social Sciences Projecting and Achieving Law Regulations in 3 in Polish Topics in Social Sciences Telecommunication Social Aspects of Modern 3 in Polish Topics in Social Sciences Technological Changes Ways of Making Decision 3 in Polish Topics in Social Sciences General Advanced Courses Stochastic Processes 4 in Polish Scientific Methodology Table 1: WUT courses for TUB minor studies 7

B2. Mutual recognition of courses with regard to the general competence goal The following tables indicate which courses from the one institution are recognized by the other institution and in which category they fit. Note that the TUB program requires 30 ECTS taken from IS specialization (Intelligent Systems) area. Possible conflicts of TUB courses with WUT courses will be checked based on the individual study programs. WUT TUB category course name ECTS comment category CSN Advanced Courses Image and Speech Recognition 6 only in Winter IS CSN Advanced Courses Pattern Recognition 6 only in Spring IS CSN Advanced Courses Data Mining 6 only in Spring IS CSN Advanced Courses Evolutionary Algorithms 6 only in Spring IS CSN Advanced Courses Cryptography and Data 6 only in Spring DS Security CSN Advanced Courses Digital Signal Processor 6 only in Winter SE Architecture and Programming CSN Fundamentals Computer Architecture 6 SE ISI Advanced Courses Pattern Recognition 5 in Polish IS ISI Advanced Courses Data Mining 4 in Polish IS ISI Advanced Courses Introduction to Text Mining in 4 in Polish IS Internet ISI Advanced Courses Intelligent Information Systems 4 in Polish IS ISI Advanced Courses Bioinformatics Methods 4 in Polish IS ISI Advanced Courses Modern Heuristic Techniques 5 in Polish IS ISI Advanced Courses Digital Image Processing 5 in Polish IS ISI Advanced Courses Image Processing 5 in Polish IS ISI Advanced Courses Distributed Operating Systems 4 in Polish SE ISI Advanced Courses Distributed Systems 4 in Polish SE ISI Fundamentals Data Bases 2 5 in Polish IS M.Sc. Research Projects M.Sc. Research Project 1 8 in Polish IS M.Sc. Research Projects M.Sc. Research Project 2 8 in Polish IS General Advanced Courses Semantic Analysis of Images 4 in Polish IS and Sounds General Advanced Courses Artificial Intelligence Methods 4 in Polish IS General Advanced Courses Database Query Optimization 4 IS Table 2: Recognition of WUT courses at TUB In Table 3, we place TUB courses which can be recognized as replacement for advanced and fundamental WUT ECE-CSN courses (WUT CSN students can transfer 36 ECTS of fundamental courses from their bachelor of engineering program). TUB WUT category course name ECTS comment category IS Introduction to Neural Information 6 only in CSN Advanced Courses Processing IS Advanced Neural Information Processing 6 CSN Advanced Courses IS Neural Information Processing Project 9 CSN Advanced Courses IS Project Hot Topics in Computer Vision 6 CSN Advanced Courses IS Seminar Hot Topics in Computer Vision 6 CSN Advanced Courses 8

IS Photogrammetric Computer Vision 9 only in IS Probabilistic and Bayesian Modelling in Machine Learning and Artificial Intelligence IS Hot Topics in Machine Learning and Artificial Intelligence DS Verification of Security Protocols 9 only in CSN Advanced Courses 6 only in summer CSN Advanced Courses 6 CSN Advanced Courses CSN Advanced Courses IS Topics in Cognitive Science 6 CSN Advanced Courses IS Automatic Image Analysis 6 only in CSN Fundamentals IS Digital Image Processing 6 only in CSN Fundamentals summer IS Photogrammetric Computer Vision 6 only in CSN Fundamentals IS Enterprise Architecture 6 CSN Fundamentals IS Knowledge Networks and Semantic 6 CSN Fundamentals Databases CBS Protocol Design 6 only in CSN Fundamentals CBS Network Architectures Project 12 CSN Fundamentals CBS Network Architectures Router Lab 6 only in CSN Fundamentals summer CBS Network Architectures Specialization 9 lasts 2 CSN Fundamentals (big) semesters CBS Network Architectures Specialization 6 lasts 2 CSN Fundamentals (small) semesters SE Operating Systems II 12 lasts 2 CSN Fundamentals semesters SE Operating Systems Project 6 CSN Fundamentals Table 3: Recognition of TUB courses at WUT 9

Appendix C: Grading scheme German grades for courses taken at TUB will be translated to Polish grades in the following way: TUB Grades WUT Grade 1,0 and 1,3 5,0 1,7 and 2,0 4,5 2,3 and 2,7 4,0 3,0 and 3,3 3,5 3,7 and 4,0 3,0 5,0 (failed) 2,0 (failed) Polish grades for courses taken at WUT will be translated to German grades in the following way: WUT Grade TUB Grade 5,0 1,0 4,5 1,7 4,0 2,3 3,5 3,0 3,0 3,7 2,0 (failed) 5,0 (failed) Based on these numerical grades the final result for the study program will be calculated according to the respective regulations at WUT and TUB. 10