INFORMATION AND COMMUNICATION ENGINEERING DEGREE: SMART SYSTEMS STUDIES (2021): TTV21SA
Code: TTV21SA
Descriptions
The Smart Systems module enables students to specialise in smart system electronics, communications, programming, database and user interface design and implementation. The areas of application of the smart systems in this module include wellbeing, exercise and sports, smart environments and industry.
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) | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Autumn 2021 | Spring 2022 | Autumn 2022 | Spring 2023 | Autumn 2023 | Spring 2024 | Autumn 2024 | Spring 2025 | 1. / 2021 | 2. / 2021 | 3. / 2022 | 4. / 2022 | 1. / 2022 | 2. / 2022 | 3. / 2023 | 4. / 2023 | 1. / 2023 | 2. / 2023 | 3. / 2024 | 4. / 2024 | 1. / 2024 | 2. / 2024 | 3. / 2025 | 4. / 2025 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
TTV21SA-1001 |
LANGUAGE AND COMMUNICATION SKILLS
(Choose all ) |
15 | ||||||||||||||||||||||||||||
TTPV018 | Technical Communication | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TTPV016 | ICT Swedish | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TT00BT25 | Intercultural Communication | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TT00CC87 | Technical English | 4 | 4 | 4 | 2 | 2 | ||||||||||||||||||||||||
TT00CC50 | Thesis method studies and writing | 2 | 2 | 2 | 1 | 1 | ||||||||||||||||||||||||
TTV21SA-1002 |
STUDIES IN MATHEMATICS AND THE NATURAL SCIENCES
(Choose all ) |
19 | ||||||||||||||||||||||||||||
TTV21SA-1003 |
MATHEMATICS
(Choose all ) |
10 | ||||||||||||||||||||||||||||
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 | ||||||||||||||||||||||||
TTV21SA-1004 |
PHYSICS
(Choose all ) |
9 | ||||||||||||||||||||||||||||
TTPF006 | Physics 1 | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TT00BM00 | Physics 2 | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TTPF010 | Physics, Laboratory Work | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TTV21SA-1005 |
INFORMATION SYSTEMS - JOINT STUDIES
(Choose all ) |
10 | ||||||||||||||||||||||||||||
TT00BL28 | Technology project 1 | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00BL29 | Technology project 2 | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TTV21SA-1006 |
PROGRAMMING
(Choose all ) |
9 | ||||||||||||||||||||||||||||
TTAO006 | An Introduction to Programming | 3 | 3 | 3 | 3 | |||||||||||||||||||||||||
TTAO007 | Object Oriented Programming | 3 | 3 | 3 | 3 | |||||||||||||||||||||||||
TTAE007 | Software Development Process, Version Management and Testing | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TTV21SA-1007 |
INTELLIGENT SYSTEMS
(Choose all ) |
24 | ||||||||||||||||||||||||||||
TT00BM02 | Digital Engineering | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TT00BB42 | Digital Technology, Laboratory | 2 | 2 | 2 | 1 | 1 | ||||||||||||||||||||||||
TT00BM03 | Project studies 1 | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00BM04 | Microcontroller Technology | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00BB45 | Analogical Electronics, Basics | 2 | 2 | 2 | 1 | 1 | ||||||||||||||||||||||||
TT00BB46 | C++ Programming | 4 | 4 | 4 | 2 | 2 | ||||||||||||||||||||||||
TT00BB47 | User Interface Design and Programming | 3 | 3 | 3 | 3 | |||||||||||||||||||||||||
TTV21SA-1008 |
BASIC STUDIES OF SMART SYSTEMS
(Choose all ) |
26 | ||||||||||||||||||||||||||||
TT00BM07 | Project studies 2 | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00BB52 | Databases Basics and Database Programming | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
YY00BD89 | Business Basics | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TT00BW39 | Microcontroller Technology 2 | 4 | 4 | 4 | 2 | 2 | ||||||||||||||||||||||||
TT00BW41 | Embedded C programming | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TT00BW61 | Applied electronics | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00BW40 | Embedded device programming | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TTV21SA-1009 |
INTELLIGENT ENVIRONMENTS
(Choose all ) |
22 | ||||||||||||||||||||||||||||
TTAB001 | Basics of Measurement Technology | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TT00BW43 | Embedded Linux programming | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00BW44 | Basics of Python programming | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TT00BQ90 | Linux basics | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TT00BW63 | Wireless technologies and sensor networks | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00BW67 | Information networks | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TTV21SA-1010 |
IOT SOLUTIONS
(Choose all ) |
29 | ||||||||||||||||||||||||||||
TT00BM08 | Project studies 3 | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00CE23 | User Interface Programming with Qt | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TT00BB86 | Mobile Programming | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TT00BB60 | Intelligent Sensors and Actuators | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TT00BB69 | Realtime Operating Systems | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00BU62 | Mathematics for Information Technology | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TT00BW68 | Information security in IoT solutions | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TTV21SA-1011 |
INTELLIGENT MEASUREMENT SYSTEMS AND NEW TECHNOLOGIES
(Choose all ) |
11 | ||||||||||||||||||||||||||||
TT00BB68 | Intelligent Measuring in Industry | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TT00CE33 | New technologies and smart solutions | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TT00CB52 | Project Studies 4 | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TTV21SA-1012 |
ALTERNATIVE PROFESSIONAL STUDIES
(Choose one ) |
15 | ||||||||||||||||||||||||||||
TTV21SA-1013 |
ARTIFICIAL INTELLIGENCE AND DATA ANALYSIS
(Choose all ) |
15 | ||||||||||||||||||||||||||||
TT00BW64 | Fundaments of machine learning | 5 | ||||||||||||||||||||||||||||
TT00BW65 | Fundaments of data analytics | 5 | ||||||||||||||||||||||||||||
TT00BW66 | AI project | 5 | ||||||||||||||||||||||||||||
TTV21SA-1014 |
SMART SYSTEMS
(Choose all ) |
15 | ||||||||||||||||||||||||||||
TT00BW58 | Prototyping and Product Development | 7 | 7 | 7 | 3.5 | 3.5 | ||||||||||||||||||||||||
TT00BW59 | Digital signal processing | 3 | 3 | 3 | 1.5 | 1.5 | ||||||||||||||||||||||||
TT00BW60 | Web application development | 5 | 5 | 5 | 2.5 | 2.5 | ||||||||||||||||||||||||
TTV21SA-1015 |
YRITTÄJYYSOPINNOT
(Choose all ) |
15 | ||||||||||||||||||||||||||||
TT00BF55 | Customer Oriented Marketing | 3 | ||||||||||||||||||||||||||||
TT00BF52 | Contract and Corporate Law | 3 | ||||||||||||||||||||||||||||
TT00BF53 | Leadership | 3 | ||||||||||||||||||||||||||||
TT00BF54 | Management Accounting | 3 | ||||||||||||||||||||||||||||
LT00BF29 | Business Planning | 3 | ||||||||||||||||||||||||||||
TTV21SA-1016 |
INTERNATIONAL INTELLIGENT SYSTEMS STUDIES
(Choose all ) |
15 | ||||||||||||||||||||||||||||
TT00BD78 | International Intelligent Systems Studies | 15 | ||||||||||||||||||||||||||||
TTV21SA-1017 |
FREE-CHOICE STUDIES
(Choose ects: 15) |
15 | ||||||||||||||||||||||||||||
TT00BZ41 | Linux kernel and device driver | 5 | ||||||||||||||||||||||||||||
TT00BW54 | ICT summer project I | 5 | ||||||||||||||||||||||||||||
TT00BW56 | ICT summer project II | 5 | ||||||||||||||||||||||||||||
TT00BW57 | ICT summer project III | 5 | ||||||||||||||||||||||||||||
TYW317 | Linux Device Driver and Kernel Module Programming | 3 | ||||||||||||||||||||||||||||
TYW165 | Introduction to Data Processing | 2 | 2 | 2 | 1 | 1 | ||||||||||||||||||||||||
TTAB005 | LabVIEW Programming and Applications | 3 | ||||||||||||||||||||||||||||
TTAC010 | Basics of Circuit Board Design | 2 | 2 | 2 | 1 | 1 | ||||||||||||||||||||||||
TT00CF48 | Embedded Python programming | 3 | ||||||||||||||||||||||||||||
TT00CD96 | Elements of Supercomputing | 1 | ||||||||||||||||||||||||||||
TT00CD88 | Elements of HPC | 1 | ||||||||||||||||||||||||||||
TTV21SA-1018 |
YRITTÄJYYSOPINNOT 2
(Choose all ) |
15 | ||||||||||||||||||||||||||||
KLVY188 | JA Start Up Program | 10 | ||||||||||||||||||||||||||||
LT00BF31 | Entrepreneurship in Practice: Special area | 5 | ||||||||||||||||||||||||||||
TTV21SA-1019 |
INTERNATIONAL INTELLIGENT SYSTEMS STUDIES 2
(Choose all ) |
15 | ||||||||||||||||||||||||||||
TT00BD79 | International Intelligent Systems Studies 2 | 15 | ||||||||||||||||||||||||||||
TTV21SA-1020 |
PRACTICAL TRAINING
(Choose all ) |
30 | ||||||||||||||||||||||||||||
TTHH001 | Practical Training | 30 | 30 | 30 | 15 | 15 | ||||||||||||||||||||||||
TTV21SA-1021 |
THESIS
(Choose all ) |
15 | ||||||||||||||||||||||||||||
TTOO001 | Thesis | 15 | 15 | 15 | 7.5 | 7.5 | ||||||||||||||||||||||||
Total | 240 | 64 | 61 | 61 | 43 | 32 | 32 | 30 | 31 | 31 | 30 | 28 | 15 | 16 | 16 | 14.5 | 17.5 | 15 | 15 | 15.5 | 15.5 | 15.5 | 15.5 | 15 | 15 | 14 | 14 | 7.5 | 7.5 |
Due to the timing of optional and elective courses, credit accumulation per semester / academic year may vary.
yhteiset kompetenssit,AMK
Osaamisen kuvaus, ammattikorkeakoulututkinto
Opintotyyppi_AMK
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 |
Customer Oriented Marketing |
Contract and Corporate Law |
Leadership |
Management Accounting |
Business Planning |
JA Start Up Program |
Entrepreneurship in Practice: Special area |
6.ICT-sovellusalan osaaminen
-tuntee oman sovellusalansa teoreettiseen perustan |
No attached course units |
Not grouped |
Technical Communication |
ICT Swedish |
Intercultural Communication |
Technical English |
Thesis method studies and writing |
Algebra |
Geometry |
Differential and Integral Calculus |
Physics 1 |
Physics 2 |
Physics, Laboratory Work |
Technology project 1 |
Technology project 2 |
An Introduction to Programming |
Object Oriented Programming |
Software Development Process, Version Management and Testing |
Digital Engineering |
Digital Technology, Laboratory |
Project studies 1 |
Microcontroller Technology |
Analogical Electronics, Basics |
C++ Programming |
User Interface Design and Programming |
Project studies 2 |
Databases Basics and Database Programming |
Microcontroller Technology 2 |
Embedded C programming |
Applied electronics |
Embedded device programming |
Basics of Measurement Technology |
Embedded Linux programming |
Basics of Python programming |
Linux basics |
Wireless technologies and sensor networks |
Information networks |
Project studies 3 |
User Interface Programming with Qt |
Mobile Programming |
Intelligent Sensors and Actuators |
Realtime Operating Systems |
Mathematics for Information Technology |
Information security in IoT solutions |
Intelligent Measuring in Industry |
New technologies and smart solutions |
Project Studies 4 |
Fundaments of machine learning |
Fundaments of data analytics |
AI project |
Prototyping and Product Development |
Digital signal processing |
Web application development |
International Intelligent Systems Studies |
Linux kernel and device driver |
ICT summer project I |
ICT summer project II |
ICT summer project III |
Linux Device Driver and Kernel Module Programming |
Introduction to Data Processing |
LabVIEW Programming and Applications |
Basics of Circuit Board Design |
Embedded Python programming |
Elements of Supercomputing |
Elements of HPC |
International Intelligent Systems Studies 2 |
Practical Training |
Thesis |
Code | Name | Credits (cr) |
---|---|---|
TTV21SA-1001 |
LANGUAGE AND COMMUNICATION SKILLS
(Choose all) |
15 |
TTPV018 | Technical Communication | 3 |
TTPV016 | ICT Swedish | 3 |
TT00BT25 | Intercultural Communication | 3 |
TT00CC87 | Technical English | 4 |
TT00CC50 | Thesis method studies and writing | 2 |
TTV21SA-1002 |
STUDIES IN MATHEMATICS AND THE NATURAL SCIENCES
(Choose all) |
19 |
TTV21SA-1003 |
MATHEMATICS
(Choose all) |
10 |
TTPM007 | Algebra | 3 |
TTPM008 | Geometry | 3 |
TT00BS42 | Differential and Integral Calculus | 4 |
TTV21SA-1004 |
PHYSICS
(Choose all) |
9 |
TTPF006 | Physics 1 | 3 |
TT00BM00 | Physics 2 | 3 |
TTPF010 | Physics, Laboratory Work | 3 |
TTV21SA-1005 |
INFORMATION SYSTEMS - JOINT STUDIES
(Choose all) |
10 |
TT00BL28 | Technology project 1 | 5 |
TT00BL29 | Technology project 2 | 5 |
TTV21SA-1006 |
PROGRAMMING
(Choose all) |
9 |
TTAO006 | An Introduction to Programming | 3 |
TTAO007 | Object Oriented Programming | 3 |
TTAE007 | Software Development Process, Version Management and Testing | 3 |
TTV21SA-1007 |
INTELLIGENT SYSTEMS
(Choose all) |
24 |
TT00BM02 | Digital Engineering | 3 |
TT00BB42 | Digital Technology, Laboratory | 2 |
TT00BM03 | Project studies 1 | 5 |
TT00BM04 | Microcontroller Technology | 5 |
TT00BB45 | Analogical Electronics, Basics | 2 |
TT00BB46 | C++ Programming | 4 |
TT00BB47 | User Interface Design and Programming | 3 |
TTV21SA-1008 |
BASIC STUDIES OF SMART SYSTEMS
(Choose all) |
26 |
TT00BM07 | Project studies 2 | 5 |
TT00BB52 | Databases Basics and Database Programming | 3 |
YY00BD89 | Business Basics | 3 |
TT00BW39 | Microcontroller Technology 2 | 4 |
TT00BW41 | Embedded C programming | 3 |
TT00BW61 | Applied electronics | 5 |
TT00BW40 | Embedded device programming | 3 |
TTV21SA-1009 |
INTELLIGENT ENVIRONMENTS
(Choose all) |
22 |
TTAB001 | Basics of Measurement Technology | 3 |
TT00BW43 | Embedded Linux programming | 5 |
TT00BW44 | Basics of Python programming | 3 |
TT00BQ90 | Linux basics | 3 |
TT00BW63 | Wireless technologies and sensor networks | 5 |
TT00BW67 | Information networks | 3 |
TTV21SA-1010 |
IOT SOLUTIONS
(Choose all) |
29 |
TT00BM08 | Project studies 3 | 5 |
TT00CE23 | User Interface Programming with Qt | 3 |
TT00BB86 | Mobile Programming | 3 |
TT00BB60 | Intelligent Sensors and Actuators | 3 |
TT00BB69 | Realtime Operating Systems | 5 |
TT00BU62 | Mathematics for Information Technology | 5 |
TT00BW68 | Information security in IoT solutions | 5 |
TTV21SA-1011 |
INTELLIGENT MEASUREMENT SYSTEMS AND NEW TECHNOLOGIES
(Choose all) |
11 |
TT00BB68 | Intelligent Measuring in Industry | 3 |
TT00CE33 | New technologies and smart solutions | 3 |
TT00CB52 | Project Studies 4 | 5 |
TTV21SA-1012 |
ALTERNATIVE PROFESSIONAL STUDIES
(Choose one) |
15 |
TTV21SA-1013 |
ARTIFICIAL INTELLIGENCE AND DATA ANALYSIS
(Choose all) |
15 |
TT00BW64 | Fundaments of machine learning | 5 |
TT00BW65 | Fundaments of data analytics | 5 |
TT00BW66 | AI project | 5 |
TTV21SA-1014 |
SMART SYSTEMS
(Choose all) |
15 |
TT00BW58 | Prototyping and Product Development | 7 |
TT00BW59 | Digital signal processing | 3 |
TT00BW60 | Web application development | 5 |
TTV21SA-1015 |
YRITTÄJYYSOPINNOT
(Choose all) |
15 |
TT00BF55 | Customer Oriented Marketing | 3 |
TT00BF52 | Contract and Corporate Law | 3 |
TT00BF53 | Leadership | 3 |
TT00BF54 | Management Accounting | 3 |
LT00BF29 | Business Planning | 3 |
TTV21SA-1016 |
INTERNATIONAL INTELLIGENT SYSTEMS STUDIES
(Choose all) |
15 |
TT00BD78 | International Intelligent Systems Studies | 15 |
TTV21SA-1017 |
FREE-CHOICE STUDIES
(Choose ects: 15) |
15 |
TT00BZ41 | Linux kernel and device driver | 5 |
TT00BW54 | ICT summer project I | 5 |
TT00BW56 | ICT summer project II | 5 |
TT00BW57 | ICT summer project III | 5 |
TYW317 | Linux Device Driver and Kernel Module Programming | 3 |
TYW165 | Introduction to Data Processing | 2 |
TTAB005 | LabVIEW Programming and Applications | 3 |
TTAC010 | Basics of Circuit Board Design | 2 |
TT00CF48 | Embedded Python programming | 3 |
TT00CD96 | Elements of Supercomputing | 1 |
TT00CD88 | Elements of HPC | 1 |
TTV21SA-1018 |
YRITTÄJYYSOPINNOT 2
(Choose all) |
15 |
KLVY188 | JA Start Up Program | 10 |
LT00BF31 | Entrepreneurship in Practice: Special area | 5 |
TTV21SA-1019 |
INTERNATIONAL INTELLIGENT SYSTEMS STUDIES 2
(Choose all) |
15 |
TT00BD79 | International Intelligent Systems Studies 2 | 15 |
TTV21SA-1020 |
PRACTICAL TRAINING
(Choose all) |
30 |
TTHH001 | Practical Training | 30 |
TTV21SA-1021 |
THESIS
(Choose all) |
15 |
TTOO001 | Thesis | 15 |