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Degree Programme in Information and Communication Technology: Software Development and Information systems

Code: PTIVIS24

Degree:
Bachelor of Engineering

Degree title:
Insinööri (AMK), Bachelor of Engineering

Credits:
240 ects

Duration:
4 years (240 cr)

Start semester:
Autumn 2024

Teaching language:
Finnish

Descriptions

Information and Communications Technology (ICT) deals with technologies, methods and tools such as software applications, data networks and cybersecurity, games and hi-tech electronic devices and systems. This programme offers you versatile opportunities as a future ICT professional. The extent of the Bachelor of Engineering degree programme is 240 ECTS credits and the planned duration of the studies is four years. The degree is placed on level 6 in the Finnish national qualifications framework.

An ICT engineering graduate has wide and practically-oriented fundamental knowledge and skills. After graduation, you are able to follow and contribute to the development of your field. Your studies will strengthen your capabilities to promote life-long learning, your language and communication skills, and prepare you for working in international environment. Typical entry-level positions of ICT engineering graduates include Game Developer, Hardware Engineer, Project Engineer, Software Designer, and System Administrator.

Objective

Basic Studies contain fundamentals of Science and ICT, language and communication courses, and coaching in study skills. Basic studies take place during the first and the second study year, and they guide you into the topics of your future professional field. The main goal is to build solid fundamental knowledge and skills required in the professional studies.

Professional Studies focus mainly on more advanced topics in our ICT competence tracks and their applications, as well as business and entrepreneurship topics. Most of the advanced professional studies take place during the third and fourth year.

Competence tracks

Data Networks and Cybersecurity studies focus on securing the ICT infrastructure. Cybersecurity topics are covered widely including both risk management and technical cybersecurity. The students will also encounter topics such as designing, operating and managing various wired and wireless network configurations. Graduates will find employment, for example, as cybersecurity specialists, in ICT companies and ICT functions in various industries.

Embedded Electronics and IoT focuses on design and implementation of network connected microcontroller systems such as fitness devices, mobile phones, robots, and future vehicles. The studies include both hardware and software design in wired and wireless environment. Graduated students are typically employed in product development tasks in industry.

An engineer specialized in Game Development has the ability to create technology and art interfaces ranging from playful user interface design and gamification to high-end entertainment games. The graduates are able to develop game applications using state-of-the-art platforms, and to efficiently work as members of a game production team or other teams that employ game technology expertise in their product portfolio.

Health Technology studies combine competence in ICT and healthcare sector. The studies include user-oriented design, product development for medical devices, healthcare industry know-how and information system design. Application areas include e.g. personal care aids and health care information systems. Graduates work in product development and expert positions for both the private and public sectors.

Software Engineering and Project Management?studies concentrate on mobile and web development as well as on project management and the software industry. Majority of the studies consists of project work in the learning environment called theFIRMA or in local software companies. In addition to technical knowledge, the studies also cover project productization and project management aspects. After graduation, possible work titles can be software engineer and project manager. Some graduates run their own business.

Data Engineering and AI studies concentrate on designing data models, automating data pipelines, and working with massive datasets. AI is accomplished by studying the patterns of the human brain and by analyzing the cognitive process. The outcome of these studies develops intelligent software and systems. Graduates work with people in roles like data warehouse engineer, data platform engineer, data infrastructure engineer, analytics engineer, data architect, and devops engineer. A devops engineer must have skills that span both development and operations

Development

The degree programme is implemented following TUAS Innovation Pedagogy principles and methods of active learning. The learning process is supported by lectures, laboratory exercises, virtual courses, seminar presentations, and project work. In group work you get to train your team work and communication skills. We incorporate our students in hands-on projects from the beginning.

The studies typically contain several real-life research and development projects that are implemented together with local companies. It is possible to include studies from other degree programmes and universities in your professional studies. Summer semester gives you an opportunity to study in the summer and even speed up your studies.

As a part of your studies, you can work in real life projects in the FIRMA, our project learning environment. You can start working there at any point of your studies.

Many ICT engineers work at some point either as an independent entrepreneur or as a responsible manager or expert. To develop your entrepreneurial skills, you can carry out study projects, internships or thesis project for your own company.

Further information

Assessment is continuous and different assessment methods are used depending on the learning objectives of each course or assignment. The assessment can be done based on a specific outcome (e.g. a report or a seminar presentation), a process (e.g. one’s activity and performance during the course) or both. The student gets regular feedback from the teachers and tutors. In addition, peer and self-assessment, as well as stakeholder evaluation can be used when appropriate. Most of the courses are assessed using the scale 0 – 5, in which the grade one (1) represents the lowest accepted and the grade five (5) the best grade.

Show study timings by semester, study year or period

Code Name Credits (cr) 2024-2025 2025-2026 2026-2027 2027-2028 Autumn 2024 Spring 2025 Autumn 2025 Spring 2026 Autumn 2026 Spring 2027 Autumn 2027 Spring 2028 1. / 2024 2. / 2024 3. / 2025 4. / 2025 5. / 2025 1. / 2025 2. / 2025 3. / 2026 4. / 2026 5. / 2026 1. / 2026 2. / 2026 3. / 2027 4. / 2027 5. / 2027 1. / 2027 2. / 2027 3. / 2028 4. / 2028 5. / 2028
CORE COMPETENCE

(Choose ects: 210)

210
PTIVIS24-1062
Communication skills

(Choose all)

15 2 1 1 1 1 1 1 0.5 0.5 0.3 0.3 0.3 0.5 0.5 0.5 0.5
TE00CS06 Finnish Language and Communication 5 5 2.5 2.5 1.3 1.3 0.8 0.8 0.8
1001005 English Professional Skills, B2 5 5 2.5 2.5 1.3 1.3 0.8 0.8 0.8
TE00CS28 Svenska i arbetslivet skriftlig kommunikation 2 2 2 1 1
TE00CS29 Svenska i arbetslivet muntlig kommunikation 1 1 1 0.5 0.5
5000BL68 Research Communication 2 2 2 1 1
PTIVIS24-1063
Basic Skills of an ICT Professional

(Choose all)

15 2 1 1 1 1 0.5 0.5 0.3 0.3 0.3 0.5 0.5
TE00CQ19 Foundational ICT and Study Skills 3 3 3 1.5 1.5
TE00CQ20 Low-Code Software Development Basics 5 5 5 2.5 2.5
TE00CM20 Basics of Git 1 1 1 0.3 0.3 0.3
5000BL70 Introduction to Competence Tracks 3 3 3 1 1 1
TE00CQ24 SUSTIS Sustainable development project 3 3 3 1.5 1.5
PTIVIS24-1064
Essential Tools for an ICT Professional

(Choose all)

15 2 1 1 1 1 0.5 0.5 0.3 0.3 0.3 0.5 0.5
TE00CS88 Introduction to Programming 5 5 5 1.7 1.7 1.7
TE00CS89 Databases 5 5 5 2.5 2.5
TE00CN56 Internet Networks and Security 5 5 2.5 2.5 1.3 1.3 0.8 0.8 0.8
PTIVIS24-1007
Engineering Mathematics

(Choose all)

15 2 2 1 1 1 1 0.5 0.5 0.3 0.3 0.3 0.5 0.5 0.3 0.3 0.3
TE00CQ16 Engineering Precalculus 5 5 2.5 2.5 1.3 1.3 0.8 0.8 0.8
TE00CE14 Calculus 5 2.5 2.5 2.5 2.5 0.8 0.8 0.8 1.3 1.3
TE00CE13 Topics in Applied Mathematics 5 5 2.5 2.5 1.3 1.3 0.8 0.8 0.8
PTIVIS24-1010
Introduction to Engineering

(Choose all)

15 2 1 1 0.5 0.5 0.3 0.3 0.3
TE00CE12 Introduction to Electronics 5 5 2.5 2.5 1.3 1.3 0.8 0.8 0.8
TE00BZ99 Engineering Physics 5 5 2.5 2.5 1.3 1.3 0.8 0.8 0.8
5051115 Measurements in Physics 5 5 2.5 2.5 1.3 1.3 0.8 0.8 0.8
PTIVIS24-1065
SOFTWARE DEVELOPMENT AND INFORMATION SYSTEMS

(Choose all)

90
PTIVIS24-1066
Software Development 1

(Choose all)

15
3011632 Business Information and Enterprise Resource Planning Systems 5 5 5 2.5 2.5
TT00CW12 Object-Oriented Programming with Java 5 5 5 2.5 2.5
TE00CY21 Introduction to Web Development 5 5 5 2.5 2.5
PTIVIS24-1067
Software development 2

(Choose all)

15
3011465 Software Engineering and Modelling 5 5 5 1.7 1.7 1.7
3011633 Data Analytics and Machine Learning 5 5 5 1.7 1.7 1.7
TE00BR86 Back-End Development 5 5 5 1.7 1.7 1.7
PTIVIS24-1068
Software Development 3

(Choose all)

15
TT00CD87 Cloud Services 5 5 5 2.5 2.5
3011640 Application Security 5 5 5 2.5 2.5
TE00BR85 Front-End Development 5 5 5 2.5 2.5
PTIVIS24-1071
Project Skills and Entrepreneurship

(Choose all)

15
TE00BL66 Innovation Project 10 10 10 3.3 3.3 3.3
TE00CS11 Statistics and Probability 5 5 5 1.7 1.7 1.7
PTIVIS24-1069
R&D Module

(Choose ects: 15)

15
TT00CD85 DevOps 5 5 5 1.7 1.7 1.7
TT00CD86 Application of Artificial Intelligence 5 5 5 1.7 1.7 1.7
TT00BN30 Business development project 5 5 5 1.7 1.7 1.7
PTIVIS24-1070
Software Product Development

(Choose all)

15
TT00CD88 R&D Project 15 15 15 7.5 7.5
PTIVIS24-1059
Bachelor Thesis

(Choose all)

15 2 1 1 0.5 0.5 0.3 0.3 0.3
TE00BM91 Thesis 15 15 7.5 7.5 3.8 3.8 2.5 2.5 2.5
PTIVIS24-1060
Practical Training

(Choose all)

30 1 1 1 1 1 1 0.3 0.3 0.3 0.3 0.3 0.3 0.3 0.3 0.3
5000BM82 Basic Practice 10 10 10 3.3 3.3 3.3
5000BM83 Field-Specific Practice 10 10 10 3.3 3.3 3.3
5000BM84 Professional Practice 10 10 10 3.3 3.3 3.3
COMPLEMENTARY COMPETENCE

(Choose all)

30
PTIVIS24-1061
OPTIONAL STUDIES

(Choose ects: 30)

30
TE00CQ15 Introduction to Mathematical Sciences 5 5 5 2.5 2.5
TE00CJ64 MATLAB Basics for ICT 3 1.5 1.5 1.5 1.5 0.5 0.5 0.5 0.8 0.8
TE00CS04 Brush up your Swedish language skills 3 3 3 1 1 1
Total 240 74 60 55 32 30.5 43.5 32.5 27.5 15 40 24.5 7.5 15.6 15.6 14.2 14.2 14.2 16.4 16.4 9.2 9.2 9.2 7.5 7.5 13.4 13.4 13.4 12.3 12.3 2.5 2.5 2.5

Due to the timing of optional and elective courses, credit accumulation per semester / academic year may vary.

Professional studies

No attached course units

Practical Training
Basic Practice
Field-Specific Practice
Professional Practice
Bachelor's Thesis
Thesis
Basic Studies

No attached course units

Optional Studies

No attached course units

Not grouped
Finnish Language and Communication
English Professional Skills, B2
Svenska i arbetslivet skriftlig kommunikation
Svenska i arbetslivet muntlig kommunikation
Research Communication
Foundational ICT and Study Skills
Low-Code Software Development Basics
Basics of Git
Introduction to Competence Tracks
SUSTIS Sustainable development project
Introduction to Programming
Databases
Internet Networks and Security
Engineering Precalculus
Calculus
Topics in Applied Mathematics
Introduction to Electronics
Engineering Physics
Measurements in Physics
Game Development Essentials
Object-Oriented Programming with C#
Introduction to Game Development Tools
Project Course in Game Development
Data Structures and Algorithms
Unity Development C#
Gamification and Serious Games
Game Mathematics and Algorithms
Game Physics and Algorithms
Gamification and Serious Games
2D Game Graphics
3D Game Graphics
Advanced UX and UI Technologies
Serious Games Project
Innovation Project
Statistics and Probability
Game Testing
R&D Project
Introduction to Health Technology
Usability and User Interface Design
Data Structures and Algorithms
Information System Design Process
Data Analytics and Machine Learning
Object-Oriented Programming with Python
Information Security and Data Protection
Introduction to Data Engineering
Software Integration
Artificial Intelligence Applications
Big Data Engineering
Laboratory Works in Health Technology
Innovation Project
Statistics and Probability
Medical Device Design and Development
R&D Project
Object-Oriented Programming with Python
System Software
Data Structures and Algorithms
IoT Essentials
IoT Big Data and Analytics
Iot Security
VHDL
Electronics
Sensors and Signal Conditioning
Embedded Linux
Innovation Project
Statistics and Probability
R&D Project
Introduction to Networks
Linux and Virtualization
Programming for networks and information security
Network Security
Routing, Switching and Wireless Essentials
Enterprise Networking, Security and Automation
Cyber Protection Team 1
Information Security Risk Management
Operational Security
Wireless Communications Systems
Information Security Testing and Assessment
Cybersecurity Situational Awareness
Advanced Information Security Risk Management
Innovation Project
Statistics and Probability
R&D Project
Cybersecurity in Industrial Networks
Introduction to ICT Projects
Introduction to Web Development
Project Management
Object-Oriented Programming with Python
Back-End Development
Software Engineering and Modelling
Advanced UI and UX Design
Front-End Development
Innovation Project
Statistics and Probability
ICT Projects
Technical Sales
Advanced ICT Projects
Mobile Application Development
Introduction to Data Engineering
Data Structures and Algorithms
Basic skills for Data Management
Big Data Engineering
Introduction to Artificial Intelligence
Data Analytics and Machine Learning
Cloud Services
Advanced topics in Data Engineering & AI
Deep Learning
Innovation Project
Statistics and Probability
Data Engineering Project
Applications of AI
Software Development Operations
Advanced R&D Project
Business Information and Enterprise Resource Planning Systems
Object-Oriented Programming with Java
Introduction to Web Development
Software Engineering and Modelling
Data Analytics and Machine Learning
Back-End Development
Cloud Services
Application Security
Front-End Development
Innovation Project
Statistics and Probability
DevOps
Application of Artificial Intelligence
Business development project
R&D Project
Introduction to Mathematical Sciences
MATLAB Basics for ICT
Brush up your Swedish language skills

Code Name Credits (cr)
CORE COMPETENCE

(Choose ects: 210)

210
PTIVIS24-1062
Communication skills

(Choose all)

15
TE00CS06 Finnish Language and Communication 5
1001005 English Professional Skills, B2 5
TE00CS28 Svenska i arbetslivet skriftlig kommunikation 2
TE00CS29 Svenska i arbetslivet muntlig kommunikation 1
5000BL68 Research Communication 2
PTIVIS24-1063
Basic Skills of an ICT Professional

(Choose all)

15
TE00CQ19 Foundational ICT and Study Skills 3
TE00CQ20 Low-Code Software Development Basics 5
TE00CM20 Basics of Git 1
5000BL70 Introduction to Competence Tracks 3
TE00CQ24 SUSTIS Sustainable development project 3
PTIVIS24-1064
Essential Tools for an ICT Professional

(Choose all)

15
TE00CS88 Introduction to Programming 5
TE00CS89 Databases 5
TE00CN56 Internet Networks and Security 5
PTIVIS24-1007
Engineering Mathematics

(Choose all)

15
TE00CQ16 Engineering Precalculus 5
TE00CE14 Calculus 5
TE00CE13 Topics in Applied Mathematics 5
PTIVIS24-1010
Introduction to Engineering

(Choose all)

15
TE00CE12 Introduction to Electronics 5
TE00BZ99 Engineering Physics 5
5051115 Measurements in Physics 5
PTIVIS24-1015
GAME AND INTERACTIVE TECHNOLOGIES

(Choose all)

90
PTIVIS24-1016
Game Development Introduction

(Choose all)

15
5051259 Game Development Essentials 5
TE00CW15 Object-Oriented Programming with C# 5
5051234 Introduction to Game Development Tools 5
PTIVIS24-1017
Game Development

(Choose all)

15
5051237 Project Course in Game Development 5
TT00CN71 Data Structures and Algorithms 5
TE00CY20 Unity Development C# 5
PTIVIS24-1018
Optional module: Game Technologies or Game Graphics

(Choose one)

15
PTIVIS24-1019
Game Technologies

(Choose all)

15
5051235 Gamification and Serious Games 5
5051236 Game Mathematics and Algorithms 5
5051233 Game Physics and Algorithms 5
PTIVIS24-1020
Game Graphics

(Choose all)

15
5051235 Gamification and Serious Games 5
TE00BL90 2D Game Graphics 5
TE00BL91 3D Game Graphics 5
PTIVIS24-1022
Applied UX Development

(Choose all)

15
5051238 Advanced UX and UI Technologies 5
5051239 Serious Games Project 10
PTIVIS24-1021
Project Skills and Entrepreneurship

(Choose all)

15
TE00BL66 Innovation Project 10
TE00CS11 Statistics and Probability 5
PTIVIS24-1023
Game Production

(Choose all)

15
5051258 Game Testing 5
5051268 R&D Project 10
PTIVIS24-1031
HEALTH TECHNOLOGY

(Choose all)

90
PTIVIS24-1032
Basics of Health Technology

(Choose all)

15
5051249 Introduction to Health Technology 5
5051257 Usability and User Interface Design 5
TT00CN71 Data Structures and Algorithms 5
PTIVIS24-1033
Information System Design

(Choose all)

15
5051250 Information System Design Process 5
TT00CO52 Data Analytics and Machine Learning 5
TE00CW16 Object-Oriented Programming with Python 5
PTIVIS24-1034
Projects and Information Security

(Choose all)

15
5051252 Information Security and Data Protection 5
TT00CN68 Introduction to Data Engineering 5
TE00CR11 Software Integration 5
PTIVIS24-1035
Practical Tools and Methods for Health Technology

(Choose all)

15
5051253 Artificial Intelligence Applications 5
TT00CN70 Big Data Engineering 5
5000BL71 Laboratory Works in Health Technology 5
PTIVIS24-1036
Project Skills and Entrepreneurship

(Choose all)

15
TE00BL66 Innovation Project 10
TE00CS11 Statistics and Probability 5
PTIVIS24-1037
Health Technology Product Development

(Choose all)

15
5051256 Medical Device Design and Development 5
5051267 R&D Project 10
PTIVIS24-1024
EMBEDDED SOFTWARE AND IOT

(Choose all)

90
PTIVIS24-1026
Software Tools

(Choose all)

15
TE00CW16 Object-Oriented Programming with Python 5
5051226 System Software 5
TT00CN71 Data Structures and Algorithms 5
PTIVIS24-1025
IoT

(Choose all)

15
5051224 IoT Essentials 5
5000BL72 IoT Big Data and Analytics 5
TT00BO24 Iot Security 5
PTIVIS24-1027
Hardware Tools

(Choose all)

15
5051158 VHDL 5
5051225 Electronics 5
5051229 Sensors and Signal Conditioning 5
PTIVIS24-1028
Linux Systems

(Choose all)

15
5051227 Embedded Linux 15
PTIVIS24-1029
Project Skills and Entrepreneurship

(Choose all)

15
TE00BL66 Innovation Project 10
TE00CS11 Statistics and Probability 5
PTIVIS24-1030
System Design

(Choose all)

15
5051269 R&D Project 15
PTIVIS24-1038
DATA NETWORKS AND CYBERSECURITY

(Choose all)

90
PTIVIS24-1039
DNC intromoduuli

(Choose all)

15
TE00BU11 Introduction to Networks 5
5051265 Linux and Virtualization 5
TT00BO26 Programming for networks and information security 5
PTIVIS24-1072
Networking Theory and Skills

(Choose ects: 15)

15
TE00BL63 Network Security 5
TE00BU42 Routing, Switching and Wireless Essentials 5
TE00BU43 Enterprise Networking, Security and Automation 5
TE00CY44 Cyber Protection Team 1 5
PTIVIS24-1041
Cybersecurity for Business and Industry

(Choose all)

15
3011369 Information Security Risk Management 5
5051245 Operational Security 5
TT00CD89 Wireless Communications Systems 5
PTIVIS24-1042
Cybersecurity for Networked Systems

(Choose all)

15
5051244 Information Security Testing and Assessment 5
TE00BZ70 Cybersecurity Situational Awareness 5
TE00CP91 Advanced Information Security Risk Management 5
PTIVIS24-1043
Project Skills and Entrepreneurship

(Choose all)

15
TE00BL66 Innovation Project 10
TE00CS11 Statistics and Probability 5
PTIVIS24-1044
R&D Project Implementation

(Choose all)

15
5051270 R&D Project 10
TT00CD80 Cybersecurity in Industrial Networks 5
PTIVIS24-1045
SOFTWARE ENGINEERING AND PROJECT MANAGEMENT

(Choose all)

90
PTIVIS24-1046
Introduction to Software Engineering

(Choose all)

15
TE00BR81 Introduction to ICT Projects 10
TE00CY21 Introduction to Web Development 5
PTIVIS24-1047
Software Development

(Choose all)

15
TE00BR83 Project Management 5
TE00CW16 Object-Oriented Programming with Python 5
TE00BR86 Back-End Development 5
PTIVIS24-1048
Full Stack Development

(Choose all)

15
TE00BR84 Software Engineering and Modelling 5
TE00CD84 Advanced UI and UX Design 5
TE00BR85 Front-End Development 5
PTIVIS24-1049
Project Skills and Entrepreneurship

(Choose all)

15
TE00BL66 Innovation Project 10
TE00CS11 Statistics and Probability 5
PTIVIS24-1050
Software Business

(Choose all)

15
TE00BR87 ICT Projects 10
TE00BR88 Technical Sales 5
PTIVIS24-1051
Software Engineering Practices

(Choose all)

15
TE00BR89 Advanced ICT Projects 10
TE00CY22 Mobile Application Development 5
PTIVIS24-1052
DATA ENGINEERING & AI

(Choose all)

90
PTIVIS24-1053
Data Engineering & AI Essentials

(Choose all)

15
TT00CN68 Introduction to Data Engineering 5
TT00CN71 Data Structures and Algorithms 5
TT00CN80 Basic skills for Data Management 5
PTIVIS24-1054
Basic Processes for Data Engineering & AI

(Choose all)

15
TT00CN70 Big Data Engineering 5
TT00CO51 Introduction to Artificial Intelligence 5
TT00CO52 Data Analytics and Machine Learning 5
PTIVIS24-1055
Advanced Processes for Data Engineering & AI

(Choose all)

15
TT00CN73 Cloud Services 5
TT00CN74 Advanced topics in Data Engineering & AI 5
TT00CN75 Deep Learning 5
PTIVIS24-1057
Project Skills and Entrepreneurship

(Choose all)

15
TE00BL66 Innovation Project 10
TE00CS11 Statistics and Probability 5
PTIVIS24-1056
Applications of Data Engineering & AI

(Choose all)

15
TT00CN76 Data Engineering Project 5
TT00CN77 Applications of AI 5
TT00CN78 Software Development Operations 5
PTIVIS24-1058
R&D Project for Data Engineering & AI

(Choose all)

15
TT00CN79 Advanced R&D Project 15
PTIVIS24-1065
SOFTWARE DEVELOPMENT AND INFORMATION SYSTEMS

(Choose all)

90
PTIVIS24-1066
Software Development 1

(Choose all)

15
3011632 Business Information and Enterprise Resource Planning Systems 5
TT00CW12 Object-Oriented Programming with Java 5
TE00CY21 Introduction to Web Development 5
PTIVIS24-1067
Software development 2

(Choose all)

15
3011465 Software Engineering and Modelling 5
3011633 Data Analytics and Machine Learning 5
TE00BR86 Back-End Development 5
PTIVIS24-1068
Software Development 3

(Choose all)

15
TT00CD87 Cloud Services 5
3011640 Application Security 5
TE00BR85 Front-End Development 5
PTIVIS24-1071
Project Skills and Entrepreneurship

(Choose all)

15
TE00BL66 Innovation Project 10
TE00CS11 Statistics and Probability 5
PTIVIS24-1069
R&D Module

(Choose ects: 15)

15
TT00CD85 DevOps 5
TT00CD86 Application of Artificial Intelligence 5
TT00BN30 Business development project 5
PTIVIS24-1070
Software Product Development

(Choose all)

15
TT00CD88 R&D Project 15
PTIVIS24-1059
Bachelor Thesis

(Choose all)

15
TE00BM91 Thesis 15
PTIVIS24-1060
Practical Training

(Choose all)

30
5000BM82 Basic Practice 10
5000BM83 Field-Specific Practice 10
5000BM84 Professional Practice 10
COMPLEMENTARY COMPETENCE

(Choose all)

30
PTIVIS24-1061
OPTIONAL STUDIES

(Choose ects: 30)

30
TE00CQ15 Introduction to Mathematical Sciences 5
TE00CJ64 MATLAB Basics for ICT 3
TE00CS04 Brush up your Swedish language skills 3