Studies

Bachelor of Engineering in ICT, Data to AI. A four-year programme (240 ECTS), blended learning in the Helsinki metropolitan area. 40 student intake. The degree is taught in Finnish.

tutkinto: ICT Engineer, Data to AI

muoto: Blended learning โ€” Helsinki metropolitan area

kesto: 4 years, 240 ECTS

aloituspaikat: 40 student intake

Application period: March 10โ€“24, 2026

Year 1

Fundamentals & Data Management

59 cr

TTM26SAI-1001

Study Skills

6 cr

period 1,2,3,4

TT00CM42 Studying at UAS & Professional Development
3 cr
LT00DA50 Digital Skills
3 cr
TTM26SAI-1002

Working Life Language & Communication Skills

3 cr

period 1,2

TT00CN34 English for Working Life
3 cr
TTM26SAI-1003

Mathematics & Natural Sciences

9 cr

period 1,2,3,4

TTPM007 Algebra
3 cr
TTPF006 Physics 1
3 cr
TT00BM00 Physics 2
3 cr
TTM26SAI-1004

Programming & Software Development

17 cr

period 1,2

TT00BX17 Introduction to AI
2 cr
TTM26SAI-1005

Data Management

24 cr

period 3,4

TT00CM80 Computer Networks
3 cr
TT00CC57 Advanced Data Processing Methods
5 cr
TT00CC59 Data-driven Business & Business Intelligence
3 cr
TT00CC17 Data Science Mathematics 1
3 cr
TT00CC58 Project Studies 1 โ€” Data Management
5 cr
Year 2

Machine Learning & Deep Learning

56 cr

TTM26SAI-1002

Working Life Language & Communication Skills

7 cr

period 1,2,3,4

TT00CC87 Technical English
4 cr
TT00CN35 Swedish for Working Life
3 cr
TTM26SAI-1006

Machine Learning & Data Analytics

25 cr

period 1,2

TT00BX21 Information Security, Cybersecurity & Ethics
3 cr
TT00CC61 Introduction to Machine Learning
5 cr
TT00CC62 Graph & Tree Structures
3 cr
TT00CC18 Data Science Mathematics 2
3 cr
TT00CC19 Data Science Mathematics 3
3 cr
TT00CC64 Project Studies 2 โ€” Machine Learning
5 cr
TTM26SAI-1007

AI & Deep Learning

24 cr

period 3,4

TT00CC66 Deep Learning 1
5 cr
TT00CC70 System Design
3 cr
TT00CC68 Digital Signal Processing Fundamentals
3 cr
TT00CC73 Customer & User-centred Design
5 cr
TT00CC20 Data Science Mathematics 4
3 cr
TT00CC69 Project Studies 3 โ€” Applying AI
5 cr
Year 3

Big Data & AI in Business

61 cr

TTM26SAI-1008

Digital Services & Big Data

31 cr

period 1,2

TT00CC53 Data Structures & Algorithms
5 cr
TT00CM57 Data Platforms
5 cr
TT00CC71 Online Learning
5 cr
TT00CC67 Deep Learning 2
5 cr
TT00CC74 Big Data Analytics & Business
5 cr
TT00CC75 Project Studies 4 โ€” Digital Services
6 cr
TTM26SAI-1009

AI & Data Analytics in Business

10 cr

period 3,4

TT00CC76 AI Client Project 1
5 cr
TT00CC77 AI Client Project 2
5 cr
TTM26SAI-1010

Elective Professional Studies

15 cr

period 3,4

TT00CD40 Advanced ICT/AI Project 1
5 cr
TT00CD41 Advanced ICT/AI Project 2
5 cr
TT00CD42 Advanced ICT/AI Project 3
5 cr
TTM26SAI-1014

Working Life R&D Skills

5 cr

period 3,4

TT00CM44 Research & Development Methods
5 cr
Year 4

Internship & Thesis

45 cr

TTM26SAI-1013

Internship

30 cr

period 1,2

TTHH001 Internship
30 cr
TTM26SAI-1014

Working Life R&D Skills

15 cr

period 3,4

TT00CS51 Bachelor's Thesis
15 cr
+

Free Electives

15 cr

TT00BW54 ICT Summer Project I
5 cr
TT00BW56 ICT Summer Project II
5 cr
TT00BW57 ICT Summer Project III
5 cr

Applicant Services

hakijapalvelut@kamk.fi

+358 40 654 8475

Programme Coordinator

Jonna Kalermo-Poranen

jonna.kalermo-poranen@kamk.fi

044 710 1049

Ready to Apply?

Admissions through the Finnish joint application system.

Apply via Opintopolku โ†’