INFORMATION AND COMMUNICATION TECHNOLOGY: SOFTWARE DEVELOPMENT AND CYBER SECURITY (2023) RAAHE: TTV23SRAA
Code: TTV23SRAA
Descriptions
Software development and cyber security studies (240 credits) focus on cyber-secure software development. The key contents of the training are 1) programming and software development, 2) information systems, 3) cyber security, 4) data analytics and artificial intelligence, and 5) web and mobile development.
The training covers theoretical and practical skills – the learned theory is applied to practice through various practical project studies that are included in studies every semester.
It is possible for the course participants to have their previous education and other competence accredited based on proposals that they submit to the university of applied sciences. There are separate instructions for accreditation procedures in the Study Guide.
Select timing, structure or classification view
Show study timings by semester, study year or period
Code | Name | Credits (cr) | 2023-2024 | 2024-2025 | 2025-2026 | 2026-2027 | Autumn 2023 | Spring 2024 | Autumn 2024 | Spring 2025 | Autumn 2025 | Spring 2026 | Autumn 2026 | Spring 2027 | 1. / 2023 | 2. / 2023 | 3. / 2024 | 4. / 2024 | 1. / 2024 | 2. / 2024 | 3. / 2025 | 4. / 2025 | 1. / 2025 | 2. / 2025 | 3. / 2026 | 4. / 2026 | 1. / 2026 | 2. / 2026 | 3. / 2027 | 4. / 2027 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
TTV23SRAA-1001 |
LANGUAGE AND COMMUNICATION SKILLS
(Choose all ) |
16 | ||||||||||||||||||||||||||||
TT00CG54 | Competence Development | 1 | 1 | 0.5 | 0.5 | 0.3 | 0.3 | 0.3 | 0.3 | |||||||||||||||||||||
TT00BT25 | Intercultural Communication | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TTPV018 | Technical Communication | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TT00CC87 | Technical English | 4 | 4 | 4 | 2 | 2 | ||||||||||||||||||||||||
TTPV016 | ICT Swedish | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TT00CC50 | Thesis method studies and writing | 2 | 2 | 2 | 1 | 1 | ||||||||||||||||||||||||
TTV23SRAA-1002 |
STUDIES IN MATHEMATICS AND SCIENCE
(Choose all ) |
21 | ||||||||||||||||||||||||||||
TTV23SRAA-1003 |
MATHEMATICS AND PHYSICS
(Choose all ) |
21 | ||||||||||||||||||||||||||||
TTPM007 | Algebra | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TTPM008 | Geometry | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TT00BS42 | Differential and Integral Calculus | 4 | 4 | 4 | 2 | 2 | ||||||||||||||||||||||||
TTPF006 | Physics 1 | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TT00BM00 | Physics 2 | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TT00CG53 | Mathematics for programmers | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TTV23SRAA-1005 |
BASIC STUDIES OF PROGRAMMING AND SOFTWARE DEVELOPMENT
(Choose all ) |
28 | ||||||||||||||||||||||||||||
TT00CG49 | Basics of Programming | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00CC52 | Modern software development | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00CG51 | Project 1 - Technologies | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00CG69 | Software design and testing | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00CG50 | Advanced Programming Course | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
YY00BD89 | Business Basics | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TTV23SRAA-1006 |
INFORMATION SYSTEMS
(Choose all ) |
20 | ||||||||||||||||||||||||||||
TT00CG56 | Telecommunications Programming | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00CG57 | Linux OS and Programming | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00CC55 | Data Sources and Databases | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00CG70 | Project 2 - Software Development | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TTV23SRAA-1007 |
CYBERSECURITY
(Choose all ) |
35 | ||||||||||||||||||||||||||||
TT00CG52 | Basics of data security and cybersecurity | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00CG61 | Cybersecurity 1 - Attack surfaces and procedures | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00CG62 | Cybersecurity 2 - Environments and hardening | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00CG63 | Cybersecurity 3 - Auditing | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00CG60 | DevSecOps | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00CG67 | Project 3 - Cybersecurity | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00CG68 | Project 4 - xxx | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TTV23SRAA-1008 |
DATA ANALYTICS AND ARTIFICIAL INTELLIGENCE
(Choose all ) |
25 | ||||||||||||||||||||||||||||
TT00CG64 | Python Programming | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00CC53 | Data structures and algorithms | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00CC57 | Advanced Methods of Data Processing | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00CG65 | Introduction to Machine Learning | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00CG66 | Project 5 - AI | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TTV23SRAA-1009 |
WEB APPLICATIONS AND MOBILE APPLICATIONS
(Choose all ) |
35 | ||||||||||||||||||||||||||||
TT00CG71 | Web Application Development 1 | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00CG72 | Web Application Development | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00CG59 | Cloud Services 1 | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00CG75 | Cloud Services 2 | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00CG73 | Mobile Programming 1 | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00CG74 | Mobile Programming 2 | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00CG76 | Project 6 - Application Development | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TTV23SRAA-1016 |
FREE-CHOICE STUDIES
(Choose ects: 15) |
15 | ||||||||||||||||||||||||||||
TT00BW54 | ICT summer project I | 5 | ||||||||||||||||||||||||||||
TT00BW56 | ICT summer project II | 5 | ||||||||||||||||||||||||||||
TT00BW57 | ICT summer project III | 5 | ||||||||||||||||||||||||||||
ED00CE13 | Digital Skills | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TTAB005 | LabVIEW Programming and Applications | 3 | ||||||||||||||||||||||||||||
TTAC010 | Basics of Circuit Board Design | 2 | ||||||||||||||||||||||||||||
TT00CD96 | Elements of Supercomputing | 1 | ||||||||||||||||||||||||||||
LT00BS01 | Elements of AI | 2 | ||||||||||||||||||||||||||||
TTV23SRAA-1017 |
ENTREPRENEURSHIP STUDIES
(Choose all ) |
15 | ||||||||||||||||||||||||||||
KLVY188 | JA Start Up Program | 10 | ||||||||||||||||||||||||||||
LT00BF31 | Entrepreneurship in Practice: Special area | 5 | ||||||||||||||||||||||||||||
TTV23SRAA-1019 |
PRACTICAL TRAINING
(Choose all ) |
30 | ||||||||||||||||||||||||||||
TTHH001 | Practical Training | 30 | 30 | 30 | 15 | 15 | ||||||||||||||||||||||||
TTV23SRAA-1020 |
THESIS
(Choose all ) |
15 | ||||||||||||||||||||||||||||
TTOO001 | Thesis | 15 | 15 | 15 | 7.5 | 7.5 | ||||||||||||||||||||||||
Total | 240 | 65 | 58 | 60 | 45 | 32.5 | 32.5 | 33 | 25 | 33 | 27 | 30 | 15 | 16.3 | 16.3 | 16.3 | 16.3 | 16.5 | 16.5 | 12.5 | 12.5 | 16.5 | 16.5 | 13.5 | 13.5 | 15 | 15 | 7.5 | 7.5 |
Due to the timing of optional and elective courses, credit accumulation per semester / academic year may vary.
TTV17SA_2017_kompetenssit
1.Matemaattis-luonnontieteellinen osaaminen
-kykenee loogis?matemaattiseen ajatteluun |
No attached course units |
2.Laitetekninen osaaminen
-tuntee sähkötekniikan ja elektroniikan perusteet |
No attached course units |
3.Tietoverkko-osaaminen
-ymmärtää IP-pohjaisten tietoverkkojen ja niiden aktiivilaitteiden toiminnan |
No attached course units |
4.Ohjelmistotekninen osaaminen
-ymmärtää ohjelmoinnin logiikan, osaa tulkita ohjelmakoodia ja hyödyntää ohjelmointia ongelmanratkaisussa |
No attached course units |
5.ICT-liiketoimintaosaaminen
-tuntee kannattavan liiketoiminnan edellytykset sekä taloudellisen suunnittelun ja ohjauksen tärkeimmät työkalut |
Business Basics |
JA Start Up Program |
Entrepreneurship in Practice: Special area |
6.ICT-sovellusalan osaaminen
-tuntee oman sovellusalansa teoreettiseen perustan |
No attached course units |
Not grouped |
Competence Development |
Intercultural Communication |
Technical Communication |
Technical English |
ICT Swedish |
Thesis method studies and writing |
Algebra |
Geometry |
Differential and Integral Calculus |
Physics 1 |
Physics 2 |
Mathematics for programmers |
Basics of Programming |
Modern software development |
Project 1 - Technologies |
Software design and testing |
Advanced Programming Course |
Telecommunications Programming |
Linux OS and Programming |
Data Sources and Databases |
Project 2 - Software Development |
Basics of data security and cybersecurity |
Cybersecurity 1 - Attack surfaces and procedures |
Cybersecurity 2 - Environments and hardening |
Cybersecurity 3 - Auditing |
DevSecOps |
Project 3 - Cybersecurity |
Project 4 - xxx |
Python Programming |
Data structures and algorithms |
Advanced Methods of Data Processing |
Introduction to Machine Learning |
Project 5 - AI |
Web Application Development 1 |
Web Application Development |
Cloud Services 1 |
Cloud Services 2 |
Mobile Programming 1 |
Mobile Programming 2 |
Project 6 - Application Development |
ICT summer project I |
ICT summer project II |
ICT summer project III |
Digital Skills |
LabVIEW Programming and Applications |
Basics of Circuit Board Design |
Elements of Supercomputing |
Elements of AI |
Practical Training |
Thesis |
2022_KAMK_Common competences
Recommendation on competences shared by university of applied sciences degrees.
1.Learning to Learn
The graduating student recognises the strengths and development areas of their competence and learning methods, and they utilise the opportunities communities and digitalisation provide in their learning. |
No attached course units |
2.Operating in a Workplace
The graduating student has versatile working life skills and is able to operate in work communities of their field. |
No attached course units |
3.Ethics
The graduating student adheres to the ethical principles and values of their field of profession, taking the principles of equality and non-discrimination into account. |
No attached course units |
4.Sustainable Development
The graduating student is familiar with the principles of sustainable development, promotes their implementation and acts responsibly as a professional and a member of society. |
No attached course units |
5.Internationality and Multiculturalism
The graduating student is able to operate in multicultural and international operating environments and networks. |
No attached course units |
6.Proactive Development
The graduating student is able to develop solutions that anticipate the future of their own field, |
No attached course units |
Not grouped |
Competence Development |
Intercultural Communication |
Technical Communication |
Technical English |
ICT Swedish |
Thesis method studies and writing |
Algebra |
Geometry |
Differential and Integral Calculus |
Physics 1 |
Physics 2 |
Mathematics for programmers |
Basics of Programming |
Modern software development |
Project 1 - Technologies |
Software design and testing |
Advanced Programming Course |
Business Basics |
Telecommunications Programming |
Linux OS and Programming |
Data Sources and Databases |
Project 2 - Software Development |
Basics of data security and cybersecurity |
Cybersecurity 1 - Attack surfaces and procedures |
Cybersecurity 2 - Environments and hardening |
Cybersecurity 3 - Auditing |
DevSecOps |
Project 3 - Cybersecurity |
Project 4 - xxx |
Python Programming |
Data structures and algorithms |
Advanced Methods of Data Processing |
Introduction to Machine Learning |
Project 5 - AI |
Web Application Development 1 |
Web Application Development |
Cloud Services 1 |
Cloud Services 2 |
Mobile Programming 1 |
Mobile Programming 2 |
Project 6 - Application Development |
ICT summer project I |
ICT summer project II |
ICT summer project III |
Digital Skills |
LabVIEW Programming and Applications |
Basics of Circuit Board Design |
Elements of Supercomputing |
Elements of AI |
JA Start Up Program |
Entrepreneurship in Practice: Special area |
Practical Training |
Thesis |
Code | Name | Credits (cr) |
---|---|---|
TTV23SRAA-1001 |
LANGUAGE AND COMMUNICATION SKILLS
(Choose all) |
16 |
TT00CG54 | Competence Development | 1 |
TT00BT25 | Intercultural Communication | 3 |
TTPV018 | Technical Communication | 3 |
TT00CC87 | Technical English | 4 |
TTPV016 | ICT Swedish | 3 |
TT00CC50 | Thesis method studies and writing | 2 |
TTV23SRAA-1002 |
STUDIES IN MATHEMATICS AND SCIENCE
(Choose all) |
21 |
TTV23SRAA-1003 |
MATHEMATICS AND PHYSICS
(Choose all) |
21 |
TTPM007 | Algebra | 3 |
TTPM008 | Geometry | 3 |
TT00BS42 | Differential and Integral Calculus | 4 |
TTPF006 | Physics 1 | 3 |
TT00BM00 | Physics 2 | 3 |
TT00CG53 | Mathematics for programmers | 5 |
TTV23SRAA-1005 |
BASIC STUDIES OF PROGRAMMING AND SOFTWARE DEVELOPMENT
(Choose all) |
28 |
TT00CG49 | Basics of Programming | 5 |
TT00CC52 | Modern software development | 5 |
TT00CG51 | Project 1 - Technologies | 5 |
TT00CG69 | Software design and testing | 5 |
TT00CG50 | Advanced Programming Course | 5 |
YY00BD89 | Business Basics | 3 |
TTV23SRAA-1006 |
INFORMATION SYSTEMS
(Choose all) |
20 |
TT00CG56 | Telecommunications Programming | 5 |
TT00CG57 | Linux OS and Programming | 5 |
TT00CC55 | Data Sources and Databases | 5 |
TT00CG70 | Project 2 - Software Development | 5 |
TTV23SRAA-1007 |
CYBERSECURITY
(Choose all) |
35 |
TT00CG52 | Basics of data security and cybersecurity | 5 |
TT00CG61 | Cybersecurity 1 - Attack surfaces and procedures | 5 |
TT00CG62 | Cybersecurity 2 - Environments and hardening | 5 |
TT00CG63 | Cybersecurity 3 - Auditing | 5 |
TT00CG60 | DevSecOps | 5 |
TT00CG67 | Project 3 - Cybersecurity | 5 |
TT00CG68 | Project 4 - xxx | 5 |
TTV23SRAA-1008 |
DATA ANALYTICS AND ARTIFICIAL INTELLIGENCE
(Choose all) |
25 |
TT00CG64 | Python Programming | 5 |
TT00CC53 | Data structures and algorithms | 5 |
TT00CC57 | Advanced Methods of Data Processing | 5 |
TT00CG65 | Introduction to Machine Learning | 5 |
TT00CG66 | Project 5 - AI | 5 |
TTV23SRAA-1009 |
WEB APPLICATIONS AND MOBILE APPLICATIONS
(Choose all) |
35 |
TT00CG71 | Web Application Development 1 | 5 |
TT00CG72 | Web Application Development | 5 |
TT00CG59 | Cloud Services 1 | 5 |
TT00CG75 | Cloud Services 2 | 5 |
TT00CG73 | Mobile Programming 1 | 5 |
TT00CG74 | Mobile Programming 2 | 5 |
TT00CG76 | Project 6 - Application Development | 5 |
TTV23SRAA-1016 |
FREE-CHOICE STUDIES
(Choose ects: 15) |
15 |
TT00BW54 | ICT summer project I | 5 |
TT00BW56 | ICT summer project II | 5 |
TT00BW57 | ICT summer project III | 5 |
ED00CE13 | Digital Skills | 3 |
TTAB005 | LabVIEW Programming and Applications | 3 |
TTAC010 | Basics of Circuit Board Design | 2 |
TT00CD96 | Elements of Supercomputing | 1 |
LT00BS01 | Elements of AI | 2 |
TTV23SRAA-1017 |
ENTREPRENEURSHIP STUDIES
(Choose all) |
15 |
KLVY188 | JA Start Up Program | 10 |
LT00BF31 | Entrepreneurship in Practice: Special area | 5 |
TTV23SRAA-1019 |
PRACTICAL TRAINING
(Choose all) |
30 |
TTHH001 | Practical Training | 30 |
TTV23SRAA-1020 |
THESIS
(Choose all) |
15 |
TTOO001 | Thesis | 15 |