Curricula Guides
2018–2019
Archived Curricula Guide 2017–2019
Curricula Guide is archieved. Please refer to current Curricula Guides
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Curricula Guides
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Faculty of Natural Sciences 2017–2019
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Optional studies in Computer Sciences for other degree programmes
Optional studies in Computer Sciences for other degree programmes,
10–80
ECTS
Evaluation
Numeric 1-5.
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Optional studies in Computer Sciences for other degree programmes
Basic studies in Computer Sciences for other degree programmes 25 ECTSTIEP1 Introduction to Programming I, 5 ECTS
TIEP2 Introduction to Interactive Technology, 5 ECTS
TIEP3 Data Bases, 5 ECTS
TIEP4 Introduction to Information System Development, 5 ECTS
TIEP5 Introduction to Programming II, 5 ECTS
Intermediate Studies in Computer Sciences for other degree programmes 35 ECTS
Compulsory Intermediate Studies in Computer Sciences for other degree programmes 10– ECTS10 ECTS
TIEA1 Introduction to User Interfaces, 5 ECTS
Introduction to Object-Oriented Programming 5–10 ECTSTIEA2.1 Introduction to Object-Oriented Programming, 5–10 ECTS
TIEA2.1A Introduction to Object-Oriented Programming I, 5 ECTS
TIEA2.1B Introduction to Object-Oriented Programming II, 5 ECTS
Other Intermediate Studies in Computer Sciences for other degree programmes 25 ECTS25 ECTS
TIEA3 Software Engineering Practice, 5 ECTS
TIEVA33 Computer Aided Instruction, 5–10 ECTS
TIEVA34 Internet Based Learning Environments, 5 ECTS
TIEVA35 Constructing Internet Based Learning Environments, 5 ECTS
TIETA15 Information Systems and Society, 5 ECTS
TIETA9 Introduction to WWW Techniques, 5 ECTS
TIETA6 Data Structures, 10 ECTS
TIETA10 Programming Technique C, 5 ECTS
TIETA11 Programming Technique C++, 5 ECTS
Computer Science for Subject Teachers 60 ECTS
Basic Studies in Computer Sciences 25 ECTSTIEP1 Introduction to Programming I, 5 ECTS
TIEP2 Introduction to Interactive Technology, 5 ECTS
TIEP3 Data Bases, 5 ECTS
TIEP4 Introduction to Information System Development, 5 ECTS
TIEP5 Introduction to Programming II, 5 ECTS
Computer Science for Subject Teachers, Intermediate studies 35 ECTS
Compulsory Intermediate Studies in Computer Sciences 10 ECTS10 ECTS
Introduction to Object-Oriented Programming 5–10 ECTSTIEA2.1 Introduction to Object-Oriented Programming, 5–10 ECTS
TIEA2.1A Introduction to Object-Oriented Programming I, 5 ECTS
TIEA2.1B Introduction to Object-Oriented Programming II, 5 ECTS
Optional studies 25– ECTSTIEA1 Introduction to User Interfaces, 5 ECTS
TIEA3 Software Engineering Practice, 5 ECTS
TIEVA34 Internet Based Learning Environments, 5 ECTS
TIETA15 Information Systems and Society, 5 ECTS
TIETA9 Introduction to WWW Techniques, 5 ECTS
TIETA6 Data Structures, 10 ECTS
TIETA10 Programming Technique C, 5 ECTS
TIETA11 Programming Technique C++, 5 ECTS
TIEVA33 Computer Aided Instruction, 5–10 ECTS
Study Module in Programming 30–70 ECTS
Study Module in Programming I 30– ECTSTIEP1 Introduction to Programming I, 5 ECTS
TIEP3 Data Bases, 5 ECTS
TIEP4 Introduction to Information System Development, 5 ECTS
TIEP5 Introduction to Programming II, 5 ECTS
Introduction to Object-Oriented Programming 5–10 ECTSTIEA2.1 Introduction to Object-Oriented Programming, 5–10 ECTS
TIEA2.1A Introduction to Object-Oriented Programming I, 5 ECTS
TIEA2.1B Introduction to Object-Oriented Programming II, 5 ECTS
Study Module in Programming II 30– ECTSTIEA3 Software Engineering Practice, 5 ECTS
TIETA6 Data Structures, 10 ECTS
TIETA9 Introduction to WWW Techniques, 5 ECTS
TIETA12 WWW Programming, 5–10 ECTS
TIETA10 Programming Technique C, 5 ECTS
TIETA11 Programming Technique C++, 5 ECTS
Study Module in Usability and User Interfaces 15–30 ECTSTIEP2 Introduction to Interactive Technology, 5 ECTS
TIEA1 Introduction to User Interfaces, 5 ECTS
HTIS81 Usability Evaluation Methods, 5 ECTS
TIEVA38 Graphical User Interface Design Project, 5 ECTS
TIEP1 Introduction to Programming I, 5 ECTS
TIETA9 Introduction to WWW Techniques, 5 ECTS
Study module in programming and educational technology for teachers 10–25 ECTS
Opettajan ohjelmoinnin ja opetusteknologian osaamiskokonaisuus I valinnaisina opintoina 10 opTIEP1 Introduction to Programming I, 5 ECTS
TIEVA33 Computer Aided Instruction, 5–10 ECTS
Opettajan ohjelmoinnin ja opetusteknologian osaamiskokonaisuus II valinnaisina opintoina 25 opTIEP1 Introduction to Programming I, 5 ECTS
TIEP5 Introduction to Programming II, 5 ECTS
TIEVA33 Computer Aided Instruction, 5–10 ECTS
TIEVA34 Internet Based Learning Environments, 5 ECTS
Study Module in IT/IS governance 35 ECTSTIEP3 Data Bases, 5 ECTS
TIEP4 Introduction to Information System Development, 5 ECTS
TIEA3 Software Engineering Practice, 5 ECTS
TIETA15 Information Systems and Society, 5 ECTS
TIETA13 Management of Information Function, 5 ECTS
TIETS40 Managing e-commerce; Consumers and Community Perspective, 5 ECTS
TIETS41 Managing industrial e-business and B2B, 5 ECTS
Study Module in Information Systems Development 35 ECTSTIEP3 Data Bases, 5 ECTS
TIEP4 Introduction to Information System Development, 5 ECTS
TIEA3 Software Engineering Practice, 5 ECTS
TIETA8 Software Engineering, 5 ECTS
TIETA15 Information Systems and Society, 5 ECTS
TIETS24 Design Methods of Information Systems, 10 ECTS
Study Module in Information Systems Design and Management 25 ECTSTIEP4 Introduction to Information System Development, 5 ECTS
TIEA3 Software Engineering Practice, 5 ECTS
TIETS26 Conceptual Modelling I, 5–10 ECTS
TIETS24 Design Methods of Information Systems, 10 ECTS
TIETS40 Managing e-commerce; Consumers and Community Perspective, 5 ECTS
TIETS41 Managing industrial e-business and B2B, 5 ECTS
Computer Science for Students Specializing in Mathematics of Computing 80 ECTS
Tietojenkäsittelyopin perusopintoja 20 opTIEP1 Introduction to Programming I, 5 ECTS
TIEP3 Data Bases, 5 ECTS
TIEP4 Introduction to Information System Development, 5 ECTS
TIEP5 Introduction to Programming II, 5 ECTS
Tietojenkäsittelyopin aineopintoja 40– op
Pakolliset aineopinnot 30– op
Introduction to Object-Oriented Programming 5–10 ECTSTIEA2.1 Introduction to Object-Oriented Programming, 5–10 ECTS
TIEA2.1A Introduction to Object-Oriented Programming I, 5 ECTS
TIEA2.1B Introduction to Object-Oriented Programming II, 5 ECTS
TIETA6 Data Structures, 10 ECTS
TIETA7 Database Programming, 10 ECTS
Muut aineopinnot 10 opTIEA3 Software Engineering Practice, 5 ECTS
TIETA8 Software Engineering, 5 ECTS
TIEA4 Project Work, 5–10 ECTS
TIETA10 Programming Technique C, 5 ECTS
TIETA11 Programming Technique C++, 5 ECTS
TIETA9 Introduction to WWW Techniques, 5 ECTS
TIETA12 WWW Programming, 5–10 ECTS
TIEVA33 Computer Aided Instruction, 5–10 ECTS
Advanced Studies in Computer Science 20 ECTSTIETS01 Algorithms, 5 ECTS
TIETS02 Automata I, 5 ECTS
TIETS03 Automata II, 5 ECTS
TIETS11 Data Mining, 5 ECTS
TIETS05 Digital Image Processing, 5 ECTS
TIETS07 Neurocomputing, 5 ECTS
TIETS39 Machine Learning Algorithms, 5 ECTS
TIETS12 Computer Graphics, 10 ECTS
TIETS10 Artificial Intelligence Programming, 5–10 ECTS
TIETS33 Advanced Course in Computer Science, 1–10 ECTS
Advanced studies in Computer Sciences 80– ECTS
Advanced studies in Computer Sciences 40– ECTSTIETS02 Automata I, 5 ECTS
TIETS03 Automata II, 5 ECTS
TIETS14 Introduction to Formal Specification, 5 ECTS
TIETS13 Advanced Functional Programming, 10 ECTS
TIETS35 Qualitative research - methods and process, 5–10 ECTS
TIETS17 Requirements Engineering, 5 ECTS
TIETS19 Software Project Management, Theory and Practice, 10 ECTS
TIETS24 Design Methods of Information Systems, 10 ECTS
TIETS12 Computer Graphics, 10 ECTS
TIETS25 Textbook Examination on Knowledge Management, 10 ECTS
TIETS36 Research project, 1–10 ECTS
TIETS32 XML retrieval and query languages, 5 ECTS
TIETS01 Algorithms, 5 ECTS
TIETS09 Algorithmic Problem Solving, 5 ECTS
TIETS40 Managing e-commerce; Consumers and Community Perspective, 5 ECTS
TIETS41 Managing industrial e-business and B2B, 5 ECTS
TIETS11 Data Mining, 5 ECTS
TIETS31 Knowledge Discovery, 5–10 ECTS
TIETS05 Digital Image Processing, 5 ECTS
TIETS39 Machine Learning Algorithms, 5 ECTS
TIETS07 Neurocomputing, 5 ECTS
TIETS34 Seminar (Computer Science), 5 ECTS
TIETS33 Advanced Course in Computer Science, 1–10 ECTS
TIETS44 Big Data Entity Resolution, 5 ECTS
TIETS43 Recommender Systems, 5 ECTS
TIETS21 Master's Thesis Seminar, 1–5 ECTS
Valinnaisten syventävien opintojen tutkielma 40 opTIETS45 M.Sc. Thesis for optional studies, 40 ECTS
Faculty of Natural Sciences