informatics and information technology CURRICULUM GROUP 7 LANGUAGE(S) OF English University of Tartu

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1 CURRICULUM FORM 1 NAME OF CURRICULUM IN ESTONIAN AND ENGLISH Arvutitehnika ja robootika Robotics and Computer Engineering 2 CURRICULUM CODE Faculty of Science and Technology University of Tartu 3 EDUCATIONAL INSTITUTION(S) 4 FACULTY(IES)/ COLLEGE(S) 5 LEVEL OF STUDY master's studies 6 infmatics and infmation technology CURRICULUM GROUP 7 LANGUAGE(S) OF INSTRUCTION 8 OTHER LANGUAGES REQUIRED FOR ATTAINMENT OF THE LEARNING OUTCOMES English 9 FORM OF STUDIES Regular studies 2 years 10 NOMINAL PERIOD OF STUDY 11 AMOUNT OF CREDITS (ECTS) 12 QUALIFICATIONS GRANTED 13 DOCUMENTS ISSUED UPON GRADUATION 14 HIGHER EDUCATION INSTITUTION(S) ISSUING GRADUATION DOCUMENTS 120 Master of Science in Engineering (Robotics and Computer Engineering) Diploma and Diploma Supplement University of Tartu 15 APPROVAL 1. Approved by the Council of the Faculty of Science and Technology. 2. Approved dd by the University Senate. 16 SPECIALISATION(S) Robotics; computer engineering; space technology 2015/ VERSION OF CURRICULUM 18 PROGRAMME MANAGER 19 TERMS OF ADMISSION Bachel's degree cresponding qualifications. Prerequisite courses in the following fields, in total f the value of 45 ECTS: - higher mathematics (6 ECTS), physics (6 ECTS), programming (6 ECTS) and computer hardware (3 ECTS); - courses in electronics, computer engineering, computer technology infmatics - minimum f the value of 24 ECTS. Rest of the admissions requirements to be set in the University Admissions Regulations 20 GOALS OF CURRICULUM The objective of the curriculum is to prepare specialists qualified to

2 wk as roboticists, computer space technology engineers. 21 BRIEF DESCRIPTION OF CURRICULUM STRUCTURE 22 REQUIREMENTS FOR COMPLETION OF CURRICULUM The curriculum comprises the following modules: 1. Basic module (24 ECTS), obligaty 2. Seminar module (12 ECTS), obligaty, it is required to select 2 modules: 2.1. Master's Seminar (6 ECTS), obligaty; 2.2. Practical Experience (6 ECTS) 2.3. Teaching Experience (6 ECTS); 3. Specialisation module, it is obligaty to select one of the following specialisation modules: 3.1. Robotics (24 ECTS), obligaty at robotics speciality; 3.2. Computer Engineering (24 ECTS), obligaty at computer engineering speciality; 3.3. Space Technology (24 ECTS), obligaty at space technology speciality; 4. Narrow Field module, it is obligaty to select one of the Narrow Field modules next to the Specialisation module: 4.1. Practical Training module (24 ECTS), optional 4.2. Management module (24 ECTS), optional; 4.3. Economy module (24 ECTS), optional; 4.4. Feign Semester (24 ECTS), optional, can replace any of the specialisation narrow field modules; 5. Optional Subjects (6 ECTS), obligaty; 6. Master's Thesis (30 ECTS), obligaty. In der to fulfill the curriculum, the student must complete the basic module, seminar module, specialisation module, narrow field module, optional subjects and master's thesis. 23 LEANING OUTCOMES OF CURRICULUM (to be attained/developed/profes sional knowledge and skills, general After successful completion of the curriculum the student: 1) will have broad and systematic understanding in the field of robotics, computer engineering space technology; 2) will understand the necessity f human-centered approaches when conceiving and implementing new technological systems; 3) will be able to provide consulting in robotics, computer engineering space technology cross-field consulting; 4) will understand the ethical aspects and limitations of the field of specialisation and is able to evaluate the novelty, utility and/ economic efficiency of the results of his/her professional activity; 5) will be ready to wk in the industry as well as in the field research, development, and innovation (RDI). 24 MODULES (if the curriculum has been divided into modules) GOALS OF 1. Basic module (24 ECTS) The goals of the module are to expand the professional skills of a roboticist, computer technician space technologist in the mechanisms of action of high-tech systems, and to provide knowledge

3 LEARNING OUTCOMES OF MODULE (to be GOALS OF LEARNING OUTCOMES OF MODULE (to be GOALS OF f understanding the need f user-centered system development. 1) will be knowledgeable of the composition, properties and manufacturing process of various electronic components, including senss; 2) will be able to perfm and control the computer-driven measuring processes, measure and analyse the real-life signals with proper tools; 3) will be able to compile complex technical drawings; 4) will be able to consider the requirements of user-centered approach at creating systems. The module is obligaty to complete the curriculum. The courses of the module: LOTI Data Analysis and Computational Methods with MATLAB 6 ECTS LOTI Data Acquisition and Signal Processing 6 ECTS LOTI Digital Image Processing 6 ECTS MTAT Distributed Systems 6 ECTS LOFY Technical Graphics II 3 ECTS 2. Seminar module (12 ECTS) The module aims to provide knowledge about team wk and presenting to public, and give the opptunity to practice the obtained skills. 1) will be capable of presenting to public and make a presentation of his /her research any other topic while considering the audience; 2) will be able to wk in a team and pass and share knowledge with others. The module is obligaty to complete the curriculum. The module consists of master's seminar (6 ECTS); wk practice (6 ECTS) and teaching practice (6 ECTS). It is possible to choose between wk and teaching practice. 3. Specialisation module (24 ECTS) 3.1 Robotics The module aims to provide in-depth knowledge f specializing in the field of robotics. 1) will have in-depth knowledge of robotics in theetical and practical terms; 2) will be able to implement pattern recognition and image processing to make a robot communicate with its environment; 3) will have an overview and me detailed knowledge of the latest inventions, achievements and developments in robotics, will know and understand scientific background of inventions; 4) will have knowledge of algithms and their development and analytical principles. The module is obligaty to complete the robotics speciality. LOTI Pattern Recognition 6 ECTS

4 LOTI Robotics (6 ECTS) LOTI Practical Wk in Robotics 6 ECTS LOTI Robot design project 6 ECTS (choose one of above, if any of them has not been completed earlier); MTAT Intelligent Systems 6 ECTS Robotics Technology 6 ECTS MTAT Advanced Algithmics 6 ECTS MTAT Advanced Methods in Algithms 6 ECTS GOALS OF GOALS OF 3.2. Computer Engineering The module aims to provide in-depth knowledge f specializing in the field of computer engineering. 1) will have both theetical and practical knowledge of computer technology; 2) will have an overview and me detailed knowledge of the most recent inventions, achievements and developments in the field of computer technology, will knows and understand the scientific background of the inventions; 3) will have knowledge of parallel calculations in terms of hardware and software; 4) will have knowledge of artificial intelligence and/ intelligent systems; and be familiar with the basic principles of quantum cryptography and quantum computer. The module is obligaty to complete the computer engineering speciality. LOTI Probability Models in Computer Engineering 6 ECTS MTAT Data Mining 6 ECTS MTAT Intelligent Systems 6 ECTS MTAT Parallel Computing 6 ECTS MTAT Concurrent Programming Languages 6 ECTS Advances in Automation Systems and Engineering 6 ECTS Computer Technology 6 ECTS LOFY Principles of Quantum Computing and Quantum Cryptography 3 ECTS MTAT Quantum Cryptography 6 ETCS The Computer Technology is obligaty to pass the module, rest of subjects are optional Space Technology The module aims to provide in-depth knowledge f specializing in the field of space technology. 1) will have an overview and knowledge of the most recent inventions, achievements and developments in the field of

5 GOALS OF space technology; 2) will know and understands the scientific background of inventions; 3) will be able to make practical use of and create space technology and systems; 4) will have knowledge in practical astronomy; 5) will know local and long distance communication principles and applications, will be able to design and set up the communication systems and use them. The module is obligaty f space technology speciality. LOFY Seminar on Space and Military Technology 6 ECTS LOFY Space Technology Project 12 ECTS LOFY Space Technology 3 ECTS LOFY General Astronomy: Observations 6 ECTS Universal Communication Technology 6 ECTS The module is free to be elected subjects LOFY "Practical Astronomy" and "Universal Communication Technology". LOFY "Space Technology" is mandaty, as it is undergoing the earliest. The rest of the subjects are compulsy. 4. Narrow Field module (24 ECTS) 4.1. Practical Training module The module aims to give students wk experience in their research group wk group, at enterprise. The aim is to provide skills to wk in positions of engineers in their chosen field. 1) will have gained practical wk experience; 2) will be able to wk in a team; 3) will be able to adapt to daily wk routines; 4) will have an overview of a particular company, its operating environment, market potential, career opptunities in this business, as well as companyspecific practical aspects of cpate governance; 5) will be able to analyze how successful has he/she been in implementing skills and knowledge obtained at university and what needs to be modified in learning process; 6) will be able to analyze how experience and knowledge gained in a company has advanced his/her university training; 7) will be able to perfm periodic self-reflection to analyze how the objectives set have been met and will be able to set goals f next reflection period. The module is one of the three optional modules. LOTI Professional Practice 24 ECTS 4.2. Management module

6 GOALS OF GOALS OF The module aims to give students basic knowledge of economics and business management. 1) will know the functioning principles of economy on micro and macro levels; 2) will know the principles of quality management and be able to apply them in practice; 3) will be familiar with patents and project management principles; 4) will have basic knowledge of the key issues in philosophy. The module is one of the three optional modules. MTAT Social Aspects of Infmation Technology 3 ECTS LOFY Methodology of Consultative Wk 6 ECTS LOFY Quality Management I 3 ECTS LOFY Quality Management II 3 ECTS LOTI Basic of Patents 3 ECTS MTAT Project Management 3 ECTS MJJV Strategic Management and Innovation 6 ECTS MTAT Business Process Management 6 ECTS Obligaty subjects to pass the module are Quality Management I LOFY , Quality Management II 3 LOFY and Basic of Patents LOTI Other courses in the module can be chosen freely. 4.3 Economy module The module aims to give students knowledge of financial management and marketing. 1) will have knowledge of theies, models and methods of analysis of the company s finances security investment and know how to apply them in practice; 2) will be able to prepare basic financial repts and know financial accounting legislation; 3) will be familiar with the economics aspects of software development, improvement and distribution activities, and economic instruments and business models of the respective companies; 4) will have acquired basic knowledge of marketing principles, nature, and relationship to other operating areas of the company. The module is one of the three optional modules. MJJV Cpate Finance and Investments 6 ECTS MJJV Financial Accounting 6 ECTS MJJV Financial Management 5 ECTS MJRI Economic Environment 6 ECTS MTAT Software Economics 6 ECTS MJJV Marketing 5 ECTS The subjects in the module are freely selectable.

7 GOALS OF GOALS OF GOALS OF 27 ADDITIONAL INFORMATION 4.4. Semester abroad The module aims to encourage students to gain experience at feign universities, companies and/ research groups. The learning outcomes crespond to the module a student has completed abroad. The module is an elective one, and can replace any narrow field specialization modules. 5. Optional Subjects (6 ECTS) The objective of the module is to enhance students study opptunities in the areas related to curriculum outside. At the student s discretion f UT outside. 6. Master s Thesis (30 ECTS) The aim of the module is to provide an opptunity f professional application-iented research and development wk, and to demonstrate that the professional skills described in learning outcomes have been acquired. 1) will be able to carry out independent research projects and develop new engineering systems; 2) will be able to argue and critically evaluate his/her positions conclusions, and generalizations; 3) will be able to introduce his/her topic of specialization to general public as well as to top specialists both ally and in writing and in English; 4) will be capable of fmulating and defending independently his/her research and/ development wk results to cresponding committee. The module is compulsy. Heiki Kasemägi: heiki.kasemagi@eesti.ee

HACETTEPE ÜNİVERSİTESİ COMPUTER ENGINEERING DEPARTMENT BACHELOR S DEGREE INFORMATION OF DEGREE PROGRAM 2012

HACETTEPE ÜNİVERSİTESİ COMPUTER ENGINEERING DEPARTMENT BACHELOR S DEGREE INFORMATION OF DEGREE PROGRAM 2012 1 a. General Description Hacettepe University, Computer Engineering Department, was established