Informaatioteknologian tiedekunnan erilliset opintokokonaisuudet ja muut opinnot

Degree program type:

Bachelor's Degree

Credits:

0+ cr

Responsible organisation:

Faculty of Information Technology

Coordinating organisation:

Faculty of Information Technology

Curriculum periods:

2024-2025, 2025-2026, 2026-2027, 2027-2028

Description

Learning outcomes

Structure

Select all

Informaatioteknologian tiedekunnan muut opinnot
0+ cr
ITK2024MUU
Detailed description
Select all
Basic Studies in Computer Science
25+ cr
TIEPER
Detailed description
Select min. 25 cr
- Pakolliset opinnot
  Select all (12–16 cr)
  ITKP1010 The basics of digital competence (3 cr)
  ITKP1011 Web design (2 cr)
  ITKP104 Data Networks (1–5 cr)
  ITKP102 Programming 1 (6 cr)
- Valinnaisia ITKP-, ITKA-, TIEP- tai TIEA-alkuisia kursseja
  Select min. 9 cr
  Any course unit
Intermediate Studies in Computer Science
35+ cr
TIEAIN
Detailed description
Select all (36+ cr)
- Pakolliset opinnot
  Select all (18 cr)
  TIEP111 Programming 2 (8 cr)
  ITKA201 Algorithms 1 (5 cr)
  ITKA2004 Databases and data management (5 cr)
- Vapaavalintaisia ITKA- tai TIEA -alkuisia kursseja 18
  Select min. 18 cr
  Any course unit
Advanced Studies in Computer Science
60 cr
TIESYVERI
Detailed description
Select all (60+ cr)
- TIES606 Minor advanced thesis (computer science) (20 cr)
- 40 op TIES- tai ITKS-alkuisia kursseja
  Select min. 40 cr
  Any course unit
Study Module in Cognitive Science
25+ cr
KOGKOK
Detailed description
Select all (25+ cr)
- Pakolliset opinnot (13 op)
  Select all (13 cr)
  KOGS1001 Kognitiotiede, ihminen ja teknologia (3 cr)
  KOGS1002 User Psychology (5 cr)
  KOGS1003 Empirical Research Methods (5 cr)
- Kokonaisuuden laajuus
  Select min. 12 cr
  KOGS1004 Käyttäjätutkimus (5 cr)
  KOGS1005 Interaction Design (5 cr)
  KOGS2001 Cognitive Modeling (5 cr)
  KOGS2002 Qualitative Research Methods (3 cr)
  KOGS2003 Design Thinking (3–5 cr)
  KOGS2005 Design of Everyday Things (2 cr)
  KOGS2006 Contemporary Issues in Cognitive Science (2–3 cr)
  KOGS2009 Kognitiotieteen muu syventävän tason opintojakso (1–3 cr)
Basic Studies in Information Systems Science
25 cr
TJTPER
Detailed description
Select all (25+ cr)
- Pakolliset opinnot
  Select all (8 cr)
  TJTP1110 Introduction to Information Systems (3 cr)
  TJTA1130 Information Systems Development (5 cr)
- Vaihtoehtoiset opinnot
  Select 2 pcs. (10–11 cr / 16 cr)
  TJTA1140 Basics of IT management (5 cr)
  ITKA2004 Databases and data management (5 cr)
  ITKP102 Programming 1 (6 cr)
- Valinnaiset opinnot (suositellaan seuraavia)
  Select min. 7 cr
  TJTA2503 Sustainable and responsible digitalization (5 cr)
  TJTA1160 New Technologies and Society (3 cr)
  TJTA2020 Human–computer interaction (3 cr)
  TJTP1140 Enterprise Information Systems (3 cr)
  JSBA7140 Project Management Basics (5 cr)
  Valinnaisiksi kursseiksi käyvät kaikki IT-tiedekunnan perusopintojen ja aineopintojen kurssit
  Select min. 0 cr
  Any course unit
Intermediate Studies in Information Systems Science as Optional Studies
35+ cr
TJTAINERI
Detailed description
Select all (35+ cr)
- Pakolliset kurssit
  Select all (14 cr)
  ITKP102 Programming 1 (6 cr)
  JSBA7140 Project Management Basics (5 cr)
  TJTP1140 Enterprise Information Systems (3 cr)
- Vaihtoehtoiset opinnot (valitaan yksi, joka ei sisälly perusopintoihin)
  Select 1 pcs. (5 cr / 15 cr)
  TJTA1140 Basics of IT management (5 cr)
  ITKA2004 Databases and data management (5 cr)
  TJTA1181 IT Infrastructure and services management (5 cr)
- Valinnaiset opinnot (suositellaan seuraavia)
  Select min. 16 cr
  TJTA2502 Basics of Digital Transformation (3 cr)
  TIEP111 Programming 2 (8 cr)
  TJTA3600 Foundations of Research (6 cr)
  TJTA2503 Sustainable and responsible digitalization (5 cr)
  TJTA237 Information and IT law (5 cr)
  Valinnaisiksi opinnoiksi käyvät kaikki IT-tiedekunnan perusopintojen ja aineopintojen kurssit
  Select min. 0 cr
  Any course unit
Thematic module in Decision analytics
30+ cr
PTAKOK
Detailed description
Select all (25+ cr)
- Pakolliset opinnot
  Select min. 20 cr
  TIES483 Nonlinear Optimization (5 cr)
  TIES598 Nonlinear Multiobjective Optimization (5 cr)
  TILA350 Bayes Statistics 1 (5 cr)
  TILA311 Generalized Linear Models 1 (2–5 cr)
  TIES4600 Machine Learning (5 cr)
- Valinnaiset moduulin opinnot
  Select min. 5 cr
  TIES5830 Data-driven optimization and decision making (5 cr)
  TIES451 Selected Topics in Soft Computing (5 cr)
  TILS350 Bayes Statistics 2 (5 cr)
  TILA312 Generalized Linear Models 2 (5 cr)
  TILA141 Statistical Inference 1 (5 cr)
  TILA142 Statistical Inference 2 (5 cr)
  TILS655 Design of Experiment (5 cr)
  TILS1500 Causal models (2–5 cr)
  Soveltuvia TIES-, MATS- ja TILS-alkuisia kursseja
  Select min. 0 cr
  Any course unit
Digitally Competent Educators Module
15 cr
DIGEDUKOK
Detailed description
Select all (15 cr)
Learning and Teaching in Digital Environments
15–25 cr
OPDKOK
Detailed description
Select 15–25 cr / 21 cr
- ITKP1010 The basics of digital competence (3 cr)
- KOTEP161 Creative Technologies of Learning (5 cr)
- KOTEA364 Digital Learning Design (5 cr)
- KOTES463 Designing online education (5 cr)
- KOTEA3650 Interactive online education (3 cr)
- Oppiainekohtainen osa (5 op)
  Select min. 0 cr
  Any course unit
Basic Studies in Education Technology
25+ cr
KOUTEKPER
Detailed description
Select all (21+ cr)
- Pakolliset opinnot
  Select all (19–23 cr)
  ITKP0003 Introduction to Computational Thinking (2 cr)
  ITKP1010 The basics of digital competence (3 cr)
  ITKP1011 Web design (2 cr)
  ITKP102 Programming 1 (6 cr)
  ITKP104 Data Networks (1–5 cr)
  KOTEP161 Creative Technologies of Learning (5 cr)
- Valinnaiset opinnot
  Select min. 2 cr
  Any course unit
Intermediate Studies in Education Technology
35+ cr
KOTAIN
Detailed description
Select all (35+ cr)
- Pakolliset opinnot
  Select all (20 cr)
  TIEP111 Programming 2 (8 cr)
  ITKA2004 Databases and data management (5 cr)
  KOTEA261 ICT in Learning Situations (2 cr)
  KOTEA364 Digital Learning Design (5 cr)
- Vapaavalintaisia KOTEA-, ITKA-, TIEA- tai TJTA-alkuisia opintojaksoja
  Select min. 15 cr
  Any course unit
  Selection group
  Select min. 0 cr
  KOTEA361 Information Technology for Teachers (5 cr)
  KOTEA362 Subject studies level literature summary on Educational Technology (2–5 cr)
  KOTEA260 Teaching and Learning with Digital Resources (5 cr)
  KOTEA3650 Interactive online education (3 cr)
Koulutusteknologian syventävät opinnot valinnaisina opintoina
60+ cr
KOTSYV
Detailed description
Select all (60+ cr)
- Pakolliset opinnot
  Select all (33 cr)
  KOTES460 Production of Learning Materials (4 cr)
  KOTES461 Educational technology research (4 cr)
  KOTES463 Designing online education (5 cr)
  KOTES606 Koulutusteknologian syventävä tutkielma (20 cr)Not published for this curriculum period
- Valinnaiset syventävät opinnot
  Select min. 27 cr
  Selection group
  Select all (34–41 cr)
  KOGS1005 Interaction Design (5 cr)
  KOTES471 Learning analytics (4 cr)
  KOGS1002 User Psychology (5 cr)
  TIES4650 Support of pedagogical innovations using ICT (3 cr)
  TIES560 Designing and Implementing a Computer Science Course (2–6 cr)
  KOTES679 Advanced studies level literature summary on Educational Technology (2–5 cr)
  KOTES472 Future technologies (3 cr)
  KOTES401 Teaching and guiding programming (5 cr)
  KOTES360 Facilitating and Assessing Learners' Digital Competencies (5 cr)
  Any course unit
Digital Skills for the Working Life
15 cr
ITKDTT
Detailed description
Select all (11–25 cr)
- Pakolliset opintojaksot
  Select 3–5 pcs. (6–10 cr)
  ITKP0001 Perspectives on Digitalization (2 cr)
  ITKP0003 Introduction to Computational Thinking (2 cr)
  ITKP0009 Digital Toolbox (2 cr)
  ITKP0007 Cyber Security for Every Citizen (2 cr)
  ITKP0010 Information Security for Every Citizen (2 cr)
- Valinnaiset opintojaksot
  Select 5–15 cr / 14 cr
  TIEP1830 Introduction to robotics (2 cr)
  ITKP0006 Service Robotics (3 cr)
  TIEP1200 Elementary AI (2 cr)
  ITKY1300 Artificial Intelligence as Support of Teaching (1 cr)
  ITKP0008 The ABCs of Quantum Computing - Part A (2 cr)
  HYTY0002 Being human in digital environments (2 cr)
  JSBY7110 Digital marketing in practice (2 cr)
Study Module in Cyber Security
25+ cr
ITKKYB24
Detailed description
Select min. 25 cr
- Cyber Security Management Module
  Select min. 0 cr
  KYBS3041 Privacy in the light of cybersecurity and digitalization (5 cr)
  KYBS3040 Cyber Security Psychology (5 cr)
  KYBS3042 Trends in Cyber Security (5 cr)
  TJTS4903 Business continuity and ICT resilience (5 cr)
  KYBS3020 Legal Aspects of Cyber Security (5 cr)
  KYBS3080 Cyber Security Management and Management (5 cr)
  KYBS3070 Information Security Management (3–5 cr)
  TSAS4010 Technological Development and Changing Security (5 cr)
- Cybersecurity Technology Module
  Select min. 0 cr
  KYBS1201 Cyber Security Technologies (5 cr)
  KYBS2001 Introductory Penetration Testing and Security Assessment (5 cr)
  KYBS2004 Authentication, passwords and applied cryptography (5 cr)
  KYBS3050 Machine learning methods for cyber security (5 cr)
  KYBS7041 Anomaly Detection (5 cr)
  TIES327 Network Security (3–7 cr)
  ITKST50 Secure Systems Design (5 cr)
  ITKST55 Network attack and its countermeasures (5 cr)
  ITKST56 System Vulnerabilities (5 cr)
  TIES322 Communication Protocols 2 (1–5 cr)
  TIES323 Application Protocols (1–5 cr)
  KYBS2500 Introduction to Trusted and Confidential Computing (5 cr)
  KYBS2600 Privacy Engineering (5 cr)
Study Module in Security and Strategic Analysis
15+ cr
TSAKOK24
Detailed description
Select all (15+ cr)
- Pakolliset opintojaksot
  Select all (7 cr)
  TSAS4010 Technological Development and Changing Security (5 cr)
  TSAS4031 Introduction to Intelligence (2 cr)
- Vaihtoehtoiset opintojaksot
  Select min. 8 cr
  TSAS4041 Advanced Intelligence Fundamentals (3 cr)
  TSAS4032 Essentials of Intelligence Analysis (5 cr)
  TSAS4022 Influence Operations and Information Warfare (2 cr)
  TSAS4023 Hybrid Influence and Cognitive Security (5 cr)
  TSAS4045 Finnish Security Policy and Its Development Paths (5 cr)
  TSAS4046 Russia and Its Course of Action - Past and Present (5 cr)
  Any course unit
Palvelujen digitalisaation opintokokonaisuus
30+ cr
DIGERIK
Not published for this curriculum period
Select all

Informaatioteknologian tiedekunnan erilliset opintokokonaisuudet ja muut opinnot

Description

Learning outcomes

Structure

Informaatioteknologian tiedekunnan muut opinnot

Tietotekniikan muut opinnot

Tietojärjestelmätieteen muut opinnot

Kyberturvallisuuden muut opinnot

Kognitiotieteen muut opinnot

Koulutusteknologian muut opinnot

Tieto- ja ohjelmistotekniikan muut opinnot

IT-tiedekunnan muut yhteiset opinnot

Basic Studies in Computer Science

Pakolliset opinnot

Valinnaisia ITKP-, ITKA-, TIEP- tai TIEA-alkuisia kursseja

Intermediate Studies in Computer Science

Pakolliset opinnot

Vapaavalintaisia ITKA- tai TIEA -alkuisia kursseja 18

Advanced Studies in Computer Science

40 op TIES- tai ITKS-alkuisia kursseja

Study Module in Cognitive Science

Pakolliset opinnot (13 op)

Kokonaisuuden laajuus

Basic Studies in Information Systems Science

Pakolliset opinnot

Vaihtoehtoiset opinnot

Valinnaiset opinnot (suositellaan seuraavia)

Valinnaisiksi kursseiksi käyvät kaikki IT-tiedekunnan perusopintojen ja aineopintojen kurssit

Intermediate Studies in Information Systems Science as Optional Studies

Pakolliset kurssit

Vaihtoehtoiset opinnot (valitaan yksi, joka ei sisälly perusopintoihin)

Valinnaiset opinnot (suositellaan seuraavia)

Valinnaisiksi opinnoiksi käyvät kaikki IT-tiedekunnan perusopintojen ja aineopintojen kurssit

Thematic module in Decision analytics

Pakolliset opinnot

Valinnaiset moduulin opinnot

Soveltuvia TIES-, MATS- ja TILS-alkuisia kursseja

Digitally Competent Educators Module

Learning and Teaching in Digital Environments

Oppiainekohtainen osa (5 op)

Basic Studies in Education Technology

Pakolliset opinnot

Valinnaiset opinnot

Intermediate Studies in Education Technology

Pakolliset opinnot

Vapaavalintaisia KOTEA-, ITKA-, TIEA- tai TJTA-alkuisia opintojaksoja

Koulutusteknologian syventävät opinnot valinnaisina opintoina

Pakolliset opinnot

Valinnaiset syventävät opinnot

Digital Skills for the Working Life

Pakolliset opintojaksot

Valinnaiset opintojaksot

Study Module in Cyber Security

Cyber Security Management Module

Cybersecurity Technology Module

Study Module in Security and Strategic Analysis

Pakolliset opintojaksot

Vaihtoehtoiset opintojaksot

Palvelujen digitalisaation opintokokonaisuus