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Information and Communication Technology: Smart IoT Systems: IoT and Networks (in English)

Code: TXK25S1

Degree title
Bachelor of Engineering, BEng
Credits
240 ects
Duration
4 years (240 ECTS)
Start semester
Autumn 2025
Teaching language
Finnish

Descriptions

The total length of the Bachelor of Engineering is 240 credits, which corresponds to four years of full-time study. The first year of ICT studies consists of two themes, Software and Hardware, divided into four 15 ECTS courses. These courses integrate fundamental knowledge and skills in the field of ICT, professional and project studies, mathematics, physics, language and communication studies, which allow for a phenomenological approach to learning. In the first year, students work in small groups on a full-time basis.

Students will choose their major at the end of their first-year studies. Major studies develop and deepen students’ professional competence. Students are not allowed to choose their major but are involved in the search and selection of the major at the end of the first year of study. The selection process takes place twice a year and the studies start twice a year in August and January. Only some of the majors start in January.

Starting in August, 7 majors will be offered: Health Technology, Game Development, Software Engineering (fin), Software Engineering (eng), Web Development and Digital Media, Smart IoT Systems: embedded IoT devices and Smart IoT Systems: IoT and Networks. The Smart IoT Systems and Software Engineering major is implemented in both Finnish and English, from which the study path in Finnish focuses on machine learning and the study path in English on mobile development at the end of the professional studies.

Four majors will start in January: Health Technology, Software Engineering (fin), Software Engineering (eng), Smart IoT Systems: Embedded IoT devices.

The Finnish software engineering major focuses on machine learning towards the end of the major and the English software engineering major on mobile development.

Structure of the degree (240 ECTS)
• Orientation to Information Technology 60 ECTS
• Fundamental Professional Studies 30 ECTS
• Advanced Professional Studies 65 ECTS
• Common Professional Studies 30 ECTS
• Profile Studies in Working Life Skills 5 ECTS
• Elective Studies 5 ECTS
• Work Placement 30 ECTS
• Bachelor's thesis 15 ECTS

The content of the studies is based on a working life and partly on phenomenon-based learning. Some of the studies are linked, where appropriate, to Metropolia's innovation hubs and multidisciplinary projects there. Where appropriate, the principles of sustainable development will be taken into account in the implementation of the courses. Students also have the opportunity to complete part of their studies as exchange students at international partner universities. The work placement will enable students to apply their knowledge and skills in practice and to develop professionally through work-based learning.

Development

The curriculum was developed to target the needs of working life in the field of ICT. The Advisory Council of the School of ICT has approved the curriculum.

Further information

Kopioitu TXK24S1 OPS seuraavin muutoksin:

Poistettu seuraavat opintojaksot:
TX00EW75 Ohjelmisto 1
TX00EW76 Ohjelmisto 2
XX00DZ39 Monialainen innovaatioprojekti
TX00FM25 Kansantalous ja kestävä kehitys

Lisätty seuraavat opintojaksot:
TX00FX24 Ohjelmisto 1
TX00FW23 Ohjelmisto 2
XX00FV31 Metropolia Minno 1
XX00FV32 Metropolia Minno 2
XX00FV33 Metropolia Minno 3
TX00FY16 Soveltava innovaatio
TX00FW25 Kansantalouden perusteet
XX00FW79 Kestävyys eurooppalaisessa kaupunkiympäristössä

Lisätty seuraava opintokokonaisuus:
Työelämätaitojen profiloitumisopinnot

Tietoturva-osuus on integroitu osaksi Ohjelmisto 1 -opintojaksoa.
Tekoäly-osuus on integroitu osaksi Ohjelmisto 2 -opintojaksoa.

Ylläpitäjä: Anna Hynninen

Objective

The competence matrix and the descriptions of the ICT competences are attached to this curriculum.

Description

Smart IoT Systems major gives you an insight to the embedded computer systems and cloud services including Internet of Things. After one semester of common professional studies, students can focus more in detail to the smart embedded devices or to the cloud services and communication technologies. IoT and Networks: IoT and Networks studies give student an insight to the world of computer network technologies, server systems and cloud services. You can put the learnt theory into practice in our data communication laboratory, which is based on IP-networking, server systems and mobile networks. Courses developed in co-operation with the leading networking equipment manufacturers give excellent skill set for secure network and server system design, implementation and maintaining. Graduates may work in various ICT related positions such as a project manager, network specialist, cloud system administrator, ICT security specialist or technical specialist.

Show study timings by semester, study year or period

Code Name Credits (ECTS) 2025-2026 2026-2027 2027-2028 2028-2029 Autumn 2025 Spring 2026 Autumn 2026 Spring 2027 Autumn 2027 Spring 2028 Autumn 2028 Spring 2029 1. / 2025 2. / 2025 3. / 2026 4. / 2026 1. / 2026 2. / 2026 3. / 2027 4. / 2027 1. / 2027 2. / 2027 3. / 2028 4. / 2028 1. / 2028 2. / 2028 3. / 2029 4. / 2029
TXK25S1-1001
Orientation to Information Technology

(Choose all )

60
TX00FX24 Software 1 15
TX00FW23 Software 2 15
TX00EW77 Hardware 1 15
TX00EW78 Hardware 2 15
TXK25S1-1002
Fundamental Professional Studies

(Choose one )

30
TXK25S1-1008
Basics of Smart IoT Systems

(Choose all )

30
TX00EX72 C Programming in IoT Devices 5
TX00EX77 Switched Networks and Routing 5
TX00EX73 Engineering Mathematics 5
TX00EX76 Embedded Systems Programming 5
TX00EX75 Linux Servers and Databases 5
TX00EX74 Probability and Statistics 5
TXK25S1-1009
Advanced Professional Studies

(Choose one )

65
TXK25S1-1016
Smart IoT Systems

(Choose one )

65
TXK25S1-1018
IoT and Networks

(Choose all )

65
TX00EX90 Windows Servers 5
TX00EX92 Secure Enterprise Networks 5
TX00EX84 IoT Security 5
TX00EX91 Cloud Computing Fundamentals and Machine Learning 5
TX00EX93 Enterprise Virtualisation Configuration and Management 5
TX00EX94 Cybersecurity Operations 5
TX00EX96 Amazon Web Services 5
TX00EX97 Microservices and Container Orchestration 5
TX00EY35 Ethical Hacking 5
TX00EX95 Introduction to Big Data Analytics 5
TX00EX99 Practical Cybersecurity 5
TX00EX87 IoT Project 10
TXK25S1-1019
Common Professional Studies

(Choose ects: 30)

30
TX00EA51 Engineering Swedish 5
XX00EF54 Finnish as a Second Language: Finnish at Work 5
TX00EX68 Academic and Research Communication 5
XX00FV31 Metropolia Minno 1 2
XX00FV32 Metropolia Minno 2 3
XX00FV33 Metropolia Minno 3 5
TX00FY16 Applied Innovation 5
TX00FW25 Economics 4
XX00FW79 Sustainability in the Urban European Context 1
TXK25S1-1025
Profile Studies in Working Life Skills

(Choose ects: 5)

5
TXK25S1-1020
Elective Studies

(Choose ects: 5)

5
TXK25S1-1021
Work Placement

(Choose all )

30
TX00EW79 Work Placement 1 15
TX00EW80 Work Placement 2 15
TXK25S1-1022
Bachelor's Thesis

(Choose all )

15
XX00EL75 Planning of the Thesis Work 5
XX00EL76 Implementation of the Thesis Work 5
XX00EL77 Reporting of the Thesis and Maturity Test 5
Total 240 60 60 55 60 30 30 30 30 30 25 40 20 15 15 15 15 15 15 15 15 15 15 20 5 20 20 10 10

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

amk::amk-tutkintojen kieliopinnot

AMK-tutkintoon johtavien opintojen tavoitteena on, että tutkinnon suorittaneella on riittävä viestintä- ja kielitaito oman alansa tehtäviin sekä kansainväliseen toimintaan ja yhteistyöhön. (Valtioneuvoston asetus ammattikorkeakoulusta 1129/2014, 4 §).

Second domestic language (Swedish)

Ruotsin kielen taito, joka julkisyhteisöjen henkilöstöltä vaadittavasta kielitaidosta annetun lain (424/2003) mukaan vaaditaan korkeakoulututkintoa edellyttävään virkaan kaksikielisellä virka-alueella ja joka ammatin harjoittamisen ja ammatillisen kehityksen kannalta on tarpeellinen.

Engineering Swedish
Second domestic language (Swedish)

Ruotsin kielen taito, joka julkisyhteisöjen henkilöstöltä vaadittavasta kielitaidosta annetun lain (424/2003) mukaan vaaditaan korkeakoulututkintoa edellyttävään virkaan kaksikielisellä virka-alueella ja joka ammatin harjoittamisen ja ammatillisen kehityksen kannalta on tarpeellinen.

Engineering Swedish
Second domestic language (Swedish)

Ruotsin kielen taito, joka julkisyhteisöjen henkilöstöltä vaadittavasta kielitaidosta annetun lain (424/2003) mukaan vaaditaan korkeakoulututkintoa edellyttävään virkaan kaksikielisellä virka-alueella ja joka ammatin harjoittamisen ja ammatillisen kehityksen kannalta on tarpeellinen.

Engineering Swedish
Not grouped
Software 1
Software 2
Wireless Applications
Applied Anatomy and Physiology
Biomechanics and Motion Measurement
Physiological Measurements and Sensors
Project: Measurement Data Processing and Visualization
Object-oriented Programming
Programming Project
Web Development
Web Project
Game Design
Game Engines
Game Mathematics
C++ Programming
Basics of Game Graphics
Portfolio Project 1
Basics of Web Development
User-centric Application Development
Web Development Project
C Programming in IoT Devices
Switched Networks and Routing
Engineering Mathematics
Embedded Systems Programming
Linux Servers and Databases
Probability and Statistics
Requirement Specification
Web Development
Usability and User-driven Development
Project: Health Application Development
Risk Management
Patient Monitoring Equipment
Medical Imaging
Safety of Use and Usability Engineering
Applications of Neural Networks in Medicine
Medical Device Regulatory Path
Probability Calculus and Statistics
Description and Modelling Techniques
User-centred Design
Software Engineering Project 1
Data Structures and Algorithms
Design Patterns
Software Engineering Project 2
Probability Calculus and Statistics
Ethical Hacking
Database Solutions
Data Handling and Machine Learning
Neural Networks
Neural Network Project
Mobile Application Development Project
Advanced Mobile Application Development
Sensors in Mobile Application Development
Design Patterns in Mobile Application Development
Game Physics
Data Structures and Algorithms
Data Structures and Algorithms Project
Portfolio Project 2
Advanced C++ Programming
Game Server Programming
Graphics Programming
Portfolio Project 3
Game Publishing and Analytics
Hybrid Applications
Multi Channel Publishing
Multi Platform Project
Server Side Programming and Data Communications
XR Technologies
Media Service Project
Emerging Technologies
Object-Oriented Programming in IoT Devices
Modern Computer Architecture
Mathematics and Physics for IoT
IoT Connecting Things
IoT Devices and Wireless Communication
Sensor Physics
IoT Security
Managing Linux Systems with Embedded Perspective
ARM Processors and Embedded Operating Systems
Embedded Linux Basics (Yocto Project)
Software Test Automation for Embedded Systems
IoT Project
Windows Servers
Secure Enterprise Networks
IoT Security
Cloud Computing Fundamentals and Machine Learning
Enterprise Virtualisation Configuration and Management
Cybersecurity Operations
Amazon Web Services
Microservices and Container Orchestration
Ethical Hacking
Introduction to Big Data Analytics
Practical Cybersecurity
IoT Project
Academic and Research Communication
Metropolia Minno 1
Metropolia Minno 2
Metropolia Minno 3
Applied Innovation
Economics
Sustainability in the Urban European Context
Work Placement 1
Work Placement 2
Planning of the Thesis Work
Implementation of the Thesis Work
Reporting of the Thesis and Maturity Test

STRUCTURE Bachelor (A18.12.2014/1129)

Asetuksen 18.12.2014/1129 mukainen rakenne. 2 § Opintojen rakenne Ammattikorkeakoulututkintoon johtaviin opintoihin kuuluu: 1) perus- ja ammattiopintoja; 2) vapaasti valittavia opintoja; 3) ammattitaitoa edistävää harjoittelua; 4) opinnäytetyö.

Elective Studies

No attached course units

Elective Studies

No attached course units

Elective Studies

No attached course units

Elective Studies

No attached course units

Elective Studies

No attached course units

Not grouped

ARENE 2022::UAS shared competences::Bachelor’s degree

Replaces the Metropolia's Generic Competences::Bachelor's Degree, UAS” -matrix.. Heidi Rontu/31.8.2022

Operating in a workplace

The graduating student has versatile working life skills and is able to operate in work communities of their field.
- Is able to work constructively in a work community and promotes their own and their work community’s well-being.
- Is able to act professionally in communication and interaction situations at a workplace.
- Utilises the opportunities offered by technology and digitalisation in their work.
- Understands the complexity of changing working life and their own resilience in changing working life situations
- Has capabilities for an entrepreneurial approach.

Software 1
Software 2
Hardware 1
Hardware 2
Wireless Applications
Applied Anatomy and Physiology
Biomechanics and Motion Measurement
Physiological Measurements and Sensors
Project: Measurement Data Processing and Visualization
Programming Project
Web Project
Game Design
Portfolio Project 1
Web Development Project
Requirement Specification
Web Development
Usability and User-driven Development
Project: Health Application Development
Risk Management
Patient Monitoring Equipment
Medical Imaging
Safety of Use and Usability Engineering
Applications of Neural Networks in Medicine
Medical Device Regulatory Path
Probability Calculus and Statistics
Description and Modelling Techniques
User-centred Design
Software Engineering Project 1
Software Engineering Project 2
Neural Network Project
Mobile Application Development Project
Data Structures and Algorithms Project
Portfolio Project 2
Portfolio Project 3
Game Publishing and Analytics
Multi Platform Project
Media Service Project
IoT Security
Embedded Linux Basics (Yocto Project)
Secure Enterprise Networks
IoT Security
Cloud Computing Fundamentals and Machine Learning
Enterprise Virtualisation Configuration and Management
Cybersecurity Operations
Amazon Web Services
Ethical Hacking
Practical Cybersecurity
IoT Project
Engineering Swedish
Finnish as a Second Language: Finnish at Work
Academic and Research Communication
Metropolia Minno 2
Metropolia Minno 3
Applied Innovation
Economics
Work Placement 1
Work Placement 2
Planning of the Thesis Work
Implementation of the Thesis Work
Reporting of the Thesis and Maturity Test
Operating in a workplace

The graduating student has versatile working life skills and is able to operate in work communities of their field.
- Is able to work constructively in a work community and promotes their own and their work community’s well-being.
- Is able to act professionally in communication and interaction situations at a workplace.
- Utilises the opportunities offered by technology and digitalisation in their work.
- Understands the complexity of changing working life and their own resilience in changing working life situations
- Has capabilities for an entrepreneurial approach.

Software 1
Software 2
Hardware 1
Hardware 2
Wireless Applications
Applied Anatomy and Physiology
Biomechanics and Motion Measurement
Physiological Measurements and Sensors
Project: Measurement Data Processing and Visualization
Programming Project
Web Project
Game Design
Portfolio Project 1
Web Development Project
Requirement Specification
Web Development
Usability and User-driven Development
Project: Health Application Development
Risk Management
Patient Monitoring Equipment
Medical Imaging
Safety of Use and Usability Engineering
Applications of Neural Networks in Medicine
Medical Device Regulatory Path
Probability Calculus and Statistics
Description and Modelling Techniques
User-centred Design
Software Engineering Project 1
Software Engineering Project 2
Neural Network Project
Mobile Application Development Project
Data Structures and Algorithms Project
Portfolio Project 2
Portfolio Project 3
Game Publishing and Analytics
Multi Platform Project
Media Service Project
IoT Security
Embedded Linux Basics (Yocto Project)
Secure Enterprise Networks
IoT Security
Cloud Computing Fundamentals and Machine Learning
Enterprise Virtualisation Configuration and Management
Cybersecurity Operations
Amazon Web Services
Ethical Hacking
Practical Cybersecurity
IoT Project
Engineering Swedish
Finnish as a Second Language: Finnish at Work
Academic and Research Communication
Metropolia Minno 2
Metropolia Minno 3
Applied Innovation
Economics
Work Placement 1
Work Placement 2
Planning of the Thesis Work
Implementation of the Thesis Work
Reporting of the Thesis and Maturity Test
Operating in a workplace

The graduating student has versatile working life skills and is able to operate in work communities of their field.
- Is able to work constructively in a work community and promotes their own and their work community’s well-being.
- Is able to act professionally in communication and interaction situations at a workplace.
- Utilises the opportunities offered by technology and digitalisation in their work.
- Understands the complexity of changing working life and their own resilience in changing working life situations
- Has capabilities for an entrepreneurial approach.

Software 1
Software 2
Hardware 1
Hardware 2
Wireless Applications
Applied Anatomy and Physiology
Biomechanics and Motion Measurement
Physiological Measurements and Sensors
Project: Measurement Data Processing and Visualization
Programming Project
Web Project
Game Design
Portfolio Project 1
Web Development Project
Requirement Specification
Web Development
Usability and User-driven Development
Project: Health Application Development
Risk Management
Patient Monitoring Equipment
Medical Imaging
Safety of Use and Usability Engineering
Applications of Neural Networks in Medicine
Medical Device Regulatory Path
Probability Calculus and Statistics
Description and Modelling Techniques
User-centred Design
Software Engineering Project 1
Software Engineering Project 2
Neural Network Project
Mobile Application Development Project
Data Structures and Algorithms Project
Portfolio Project 2
Portfolio Project 3
Game Publishing and Analytics
Multi Platform Project
Media Service Project
IoT Security
Embedded Linux Basics (Yocto Project)
Secure Enterprise Networks
IoT Security
Cloud Computing Fundamentals and Machine Learning
Enterprise Virtualisation Configuration and Management
Cybersecurity Operations
Amazon Web Services
Ethical Hacking
Practical Cybersecurity
IoT Project
Engineering Swedish
Finnish as a Second Language: Finnish at Work
Academic and Research Communication
Metropolia Minno 2
Metropolia Minno 3
Applied Innovation
Economics
Work Placement 1
Work Placement 2
Planning of the Thesis Work
Implementation of the Thesis Work
Reporting of the Thesis and Maturity Test
Operating in a workplace

The graduating student has versatile working life skills and is able to operate in work communities of their field.
- Is able to work constructively in a work community and promotes their own and their work community’s well-being.
- Is able to act professionally in communication and interaction situations at a workplace.
- Utilises the opportunities offered by technology and digitalisation in their work.
- Understands the complexity of changing working life and their own resilience in changing working life situations
- Has capabilities for an entrepreneurial approach.

Software 1
Software 2
Hardware 1
Hardware 2
Wireless Applications
Applied Anatomy and Physiology
Biomechanics and Motion Measurement
Physiological Measurements and Sensors
Project: Measurement Data Processing and Visualization
Programming Project
Web Project
Game Design
Portfolio Project 1
Web Development Project
Requirement Specification
Web Development
Usability and User-driven Development
Project: Health Application Development
Risk Management
Patient Monitoring Equipment
Medical Imaging
Safety of Use and Usability Engineering
Applications of Neural Networks in Medicine
Medical Device Regulatory Path
Probability Calculus and Statistics
Description and Modelling Techniques
User-centred Design
Software Engineering Project 1
Software Engineering Project 2
Neural Network Project
Mobile Application Development Project
Data Structures and Algorithms Project
Portfolio Project 2
Portfolio Project 3
Game Publishing and Analytics
Multi Platform Project
Media Service Project
IoT Security
Embedded Linux Basics (Yocto Project)
Secure Enterprise Networks
IoT Security
Cloud Computing Fundamentals and Machine Learning
Enterprise Virtualisation Configuration and Management
Cybersecurity Operations
Amazon Web Services
Ethical Hacking
Practical Cybersecurity
IoT Project
Engineering Swedish
Finnish as a Second Language: Finnish at Work
Academic and Research Communication
Metropolia Minno 2
Metropolia Minno 3
Applied Innovation
Economics
Work Placement 1
Work Placement 2
Planning of the Thesis Work
Implementation of the Thesis Work
Reporting of the Thesis and Maturity Test
Operating in a workplace

The graduating student has versatile working life skills and is able to operate in work communities of their field.
- Is able to work constructively in a work community and promotes their own and their work community’s well-being.
- Is able to act professionally in communication and interaction situations at a workplace.
- Utilises the opportunities offered by technology and digitalisation in their work.
- Understands the complexity of changing working life and their own resilience in changing working life situations
- Has capabilities for an entrepreneurial approach.

Software 1
Software 2
Hardware 1
Hardware 2
Wireless Applications
Applied Anatomy and Physiology
Biomechanics and Motion Measurement
Physiological Measurements and Sensors
Project: Measurement Data Processing and Visualization
Programming Project
Web Project
Game Design
Portfolio Project 1
Web Development Project
Requirement Specification
Web Development
Usability and User-driven Development
Project: Health Application Development
Risk Management
Patient Monitoring Equipment
Medical Imaging
Safety of Use and Usability Engineering
Applications of Neural Networks in Medicine
Medical Device Regulatory Path
Probability Calculus and Statistics
Description and Modelling Techniques
User-centred Design
Software Engineering Project 1
Software Engineering Project 2
Neural Network Project
Mobile Application Development Project
Data Structures and Algorithms Project
Portfolio Project 2
Portfolio Project 3
Game Publishing and Analytics
Multi Platform Project
Media Service Project
IoT Security
Embedded Linux Basics (Yocto Project)
Secure Enterprise Networks
IoT Security
Cloud Computing Fundamentals and Machine Learning
Enterprise Virtualisation Configuration and Management
Cybersecurity Operations
Amazon Web Services
Ethical Hacking
Practical Cybersecurity
IoT Project
Engineering Swedish
Finnish as a Second Language: Finnish at Work
Academic and Research Communication
Metropolia Minno 2
Metropolia Minno 3
Applied Innovation
Economics
Work Placement 1
Work Placement 2
Planning of the Thesis Work
Implementation of the Thesis Work
Reporting of the Thesis and Maturity Test
Operating in a workplace

The graduating student has versatile working life skills and is able to operate in work communities of their field.
- Is able to work constructively in a work community and promotes their own and their work community’s well-being.
- Is able to act professionally in communication and interaction situations at a workplace.
- Utilises the opportunities offered by technology and digitalisation in their work.
- Understands the complexity of changing working life and their own resilience in changing working life situations
- Has capabilities for an entrepreneurial approach.

Software 1
Software 2
Hardware 1
Hardware 2
Wireless Applications
Applied Anatomy and Physiology
Biomechanics and Motion Measurement
Physiological Measurements and Sensors
Project: Measurement Data Processing and Visualization
Programming Project
Web Project
Game Design
Portfolio Project 1
Web Development Project
Requirement Specification
Web Development
Usability and User-driven Development
Project: Health Application Development
Risk Management
Patient Monitoring Equipment
Medical Imaging
Safety of Use and Usability Engineering
Applications of Neural Networks in Medicine
Medical Device Regulatory Path
Probability Calculus and Statistics
Description and Modelling Techniques
User-centred Design
Software Engineering Project 1
Software Engineering Project 2
Neural Network Project
Mobile Application Development Project
Data Structures and Algorithms Project
Portfolio Project 2
Portfolio Project 3
Game Publishing and Analytics
Multi Platform Project
Media Service Project
IoT Security
Embedded Linux Basics (Yocto Project)
Secure Enterprise Networks
IoT Security
Cloud Computing Fundamentals and Machine Learning
Enterprise Virtualisation Configuration and Management
Cybersecurity Operations
Amazon Web Services
Ethical Hacking
Practical Cybersecurity
IoT Project
Engineering Swedish
Finnish as a Second Language: Finnish at Work
Academic and Research Communication
Metropolia Minno 2
Metropolia Minno 3
Applied Innovation
Economics
Work Placement 1
Work Placement 2
Planning of the Thesis Work
Implementation of the Thesis Work
Reporting of the Thesis and Maturity Test
Not grouped

Code Name Credits (ECTS)
TXK25S1-1001
Orientation to Information Technology

(Choose all )

60
TX00FX24 Software 1 15
TX00FW23 Software 2 15
TX00EW77 Hardware 1 15
TX00EW78 Hardware 2 15
TXK25S1-1002
Fundamental Professional Studies

(Choose one )

30
TXK25S1-1003
Basics of Health Technology

(Choose all )

30
TXK25S1-1004
Physiological Measurement Technology

(Choose all )

30
TX00EY05 Wireless Applications 5
TX00EY06 Applied Anatomy and Physiology 5
TX00EY07 Biomechanics and Motion Measurement 5
TX00EY08 Physiological Measurements and Sensors 5
TX00EY09 Project: Measurement Data Processing and Visualization 10
TXK25S1-1005
Basics of Software Engineering

(Choose all )

30
TX00EY21 Object-oriented Programming 10
TX00EY22 Programming Project 5
TX00EY23 Web Development 10
TX00EY24 Web Project 5
TXK25S1-1006
Basics of Game Development

(Choose all )

30
TX00EW54 Game Design 5
TX00EW58 Game Engines 5
TX00EW57 Game Mathematics 5
TX00EW59 C++ Programming 5
TX00EX64 Basics of Game Graphics 5
TX00EX65 Portfolio Project 1 5
TXK25S1-1007
Basics of Web Development and Digital Media

(Choose all )

30
TX00EY65 Basics of Web Development 10
TX00EY66 User-centric Application Development 10
TX00EY67 Web Development Project 10
TXK25S1-1008
Basics of Smart IoT Systems

(Choose all )

30
TX00EX72 C Programming in IoT Devices 5
TX00EX77 Switched Networks and Routing 5
TX00EX73 Engineering Mathematics 5
TX00EX76 Embedded Systems Programming 5
TX00EX75 Linux Servers and Databases 5
TX00EX74 Probability and Statistics 5
TXK25S1-1009
Advanced Professional Studies

(Choose one )

65
TXK25S1-1010
Health Technology

(Choose all )

65
TXK25S1-1011
Health Applications

(Choose all )

30
TX00EY10 Requirement Specification 5
TX00EY11 Web Development 10
TX00EY12 Usability and User-driven Development 5
TX00EY13 Project: Health Application Development 10
TXK25S1-1012
Medical Devices

(Choose all )

35
TX00EY14 Risk Management 5
TX00EY15 Patient Monitoring Equipment 5
TX00EY16 Medical Imaging 5
TX00EY17 Safety of Use and Usability Engineering 5
TX00EY18 Applications of Neural Networks in Medicine 5
TX00EY19 Medical Device Regulatory Path 5
TX00EY20 Probability Calculus and Statistics 5
TXK25S1-1013
Software Engineering

(Choose ects: 65 )

65
TX00EY25 Description and Modelling Techniques 5
TX00EY26 User-centred Design 5
TX00EY27 Software Engineering Project 1 5
TX00EY28 Data Structures and Algorithms 5
TX00EY29 Design Patterns 5
TX00EY30 Software Engineering Project 2 5
TX00EY20 Probability Calculus and Statistics 5
TX00EY35 Ethical Hacking 5
TXK25S1-1026
Software Engineering: Machine Learning

(Choose ects: 20 )

20
TX00EY31 Database Solutions 5
TX00EY32 Data Handling and Machine Learning 5
TX00EY33 Neural Networks 5
TX00EY34 Neural Network Project 5
TXK25S1-1027
Software Engineering: Mobile Development

(Choose ects: 20 )

20
TX00EY39 Mobile Application Development Project 5
TX00EY38 Advanced Mobile Application Development 5
TX00EY37 Sensors in Mobile Application Development 5
TX00EY36 Design Patterns in Mobile Application Development 5
TXK22-O
Special Professional Course
5
TX00FL66 Rust Language and its Ecosystem 2
TX00FW32 Problematic Git Conflicts 1
TX00FX14 Software Supply Chain Security 2
TXK25S1-1014
Game Development

(Choose all )

65
TX00EW60 Game Physics 5
TX00EW61 Data Structures and Algorithms 5
TX00EX66 Data Structures and Algorithms Project 5
TX00EW64 Portfolio Project 2 15
TX00EX67 Advanced C++ Programming 5
TX00EW66 Game Server Programming 5
TX00EW67 Graphics Programming 5
TX00EW68 Portfolio Project 3 15
TX00EX15 Game Publishing and Analytics 5
TXK25S1-1015
Web Development and Digital Media

(Choose all )

65
TX00EY68 Hybrid Applications 10
TX00EY69 Multi Channel Publishing 10
TX00EY70 Multi Platform Project 10
TX00EY71 Server Side Programming and Data Communications 10
TX00EY72 XR Technologies 10
TX00EY73 Media Service Project 10
TX00EY74 Emerging Technologies 5
TXK25S1-1016
Smart IoT Systems

(Choose one )

65
TXK25S1-1017
Embedded IoT Devices

(Choose all )

65
TX00EX78 Object-Oriented Programming in IoT Devices 5
TX00EX80 Modern Computer Architecture 5
TX00EX82 Mathematics and Physics for IoT 5
TX00EX79 IoT Connecting Things 5
TX00EX81 IoT Devices and Wireless Communication 5
TX00EX83 Sensor Physics 5
TX00EX84 IoT Security 5
TX00EX85 Managing Linux Systems with Embedded Perspective 5
TX00EX86 ARM Processors and Embedded Operating Systems 5
TX00EX89 Embedded Linux Basics (Yocto Project) 5
TX00EX88 Software Test Automation for Embedded Systems 5
TX00EX87 IoT Project 10
TXK25S1-1018
IoT and Networks

(Choose all )

65
TX00EX90 Windows Servers 5
TX00EX92 Secure Enterprise Networks 5
TX00EX84 IoT Security 5
TX00EX91 Cloud Computing Fundamentals and Machine Learning 5
TX00EX93 Enterprise Virtualisation Configuration and Management 5
TX00EX94 Cybersecurity Operations 5
TX00EX96 Amazon Web Services 5
TX00EX97 Microservices and Container Orchestration 5
TX00EY35 Ethical Hacking 5
TX00EX95 Introduction to Big Data Analytics 5
TX00EX99 Practical Cybersecurity 5
TX00EX87 IoT Project 10
TXK25S1-1019
Common Professional Studies

(Choose ects: 30 )

30
TX00EA51 Engineering Swedish 5
XX00EF54 Finnish as a Second Language: Finnish at Work 5
TX00EX68 Academic and Research Communication 5
XX00FV31 Metropolia Minno 1 2
XX00FV32 Metropolia Minno 2 3
XX00FV33 Metropolia Minno 3 5
TX00FY16 Applied Innovation 5
TX00FW25 Economics 4
XX00FW79 Sustainability in the Urban European Context 1
TXK25S1-1025
Profile Studies in Working Life Skills

(Choose ects: 5 )

5
TXK25S1-1020
Elective Studies

(Choose ects: 5 )

5
TXK25S1-1021
Work Placement

(Choose all )

30
TX00EW79 Work Placement 1 15
TX00EW80 Work Placement 2 15
TXK25S1-1022
Bachelor's Thesis

(Choose all )

15
XX00EL75 Planning of the Thesis Work 5
XX00EL76 Implementation of the Thesis Work 5
XX00EL77 Reporting of the Thesis and Maturity Test 5
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