General Studies 30 ECTS
General Studies (30)
Course number Name Credits Study year
AB-1-001 (0) Arcada 360 5 1
AB-1-002 (2) Introduction to Academic studies 5 1
SP-1-159 (0) Speaking and writing in English 5 1
SP-1-131 (0) Finnish 5 1
IA-2-006 (0) Computer Architecture and Operating Systems 5 1
IA-2-026 (0) Academic Writing 5 3
Basic Studies 30 ECTS
Web and Visualization (30)
Course number Name Credits Study year
IA-2-001 (0) Web Development 5 1
IA-2-003 (0) Front-end Programming 5 1
IA-2-004 (0) Back-end Programming 5 1
IA-2-005 (0) Web Communication, Databases and CMS 5 1
IA-2-012 (0) Frameworks and Web Applications 5 2
IA-2-008 (0) Information Visualization 5 2
Professional Studies 90 ECTS
Data processing and Applied Mathematics & Physics (30)
Course number Name Credits Study year
IA-2-002 (0) Mathematical Programming 5 1
IA-1-002 (0) Vectors and Forces 5 1
IA-1-001 (0) Statistics and Probability 5 1
IA-2-007 (0) Oscillation and Particle Systems 5 2
IA-2-009 (0) Data Structures and Algorithms 5 2
IA-2-015 (0) Data Processing 5 3
Service Oriented Architectures and Analythical Methods (30)
Course number Name Credits Study year
IA-2-010 (0) Network Protocols and Security 5 2
IA-2-017 (0) Web Services and Cloud Technologhy 5 3
IA-2-018 (0) Software development process - DevOps 5 3
IA-2-014 (0) Autonomous Agents 5 3
IA-2-021 (0) Analytical System Design 5 3
IA-2-016 (0) Cloud Native Apps 5 3
Machine Learning and Decision Support System Development (30)
Course number Name Credits Study year
IA-2-022 (0) Computer vision 5 3
IA-2-013 (0) Descriptive Analytics - Data/Text Mining 5 3
IA-2-020 (0) Predictive Analytics 5 3
IA-2-023 (0) Decision Support Systems and Verification 5 4
IA-2-019 (0) Prescriptive Analytics 5 4
IA-2-024 (0) Machine Learning and Optimization 5 4
Extension Studies 30 ECTS
Corporate Activities (30)
Course number Name Credits Study year
AB-1-006 (1) Introduction to Business Administration 5 2
AB-1-011 (1) Introduction to Financial Management 5 2
AB-1-010 (3) Introduction to the Tourism Industry in Finland 5 2
AB-1-008 (1) Introduction to Business Logistics 5 2
AB-1-009 (0) Intercultural Business 5 2
AB-1-007 (1) Introduction to Marketing 5 2
Online Media (30)
Course number Name Credits Study year
MK-2-135 (0) UX & UI 5 2
MK-2-122 (0) CMS 10 2
MK-2-149 (0) Games Theory & Design 10 2
MK-2-150 (0) Mobile Design 5 2
Making Sense of Leadership (15)
Course number Name Credits Study year
YH-3-039 (0) Personal Leadership 5 2
YH-3-040 (0) Teams and Leadership 5 2
YH-3-041 (0) Change Leadership 5 2
Languages (10)
Course number Name Credits Study year
(0) Foreign Language part 10 2
Entrepreneurship (15)
Course number Name Credits Study year
AS-3-006 (0) Entrepreneurship 15 2
Thesis Work 30 ECTS
Thesis Work (30)
Course number Name Credits Study year
IA-2-011 (0) Computer Law and Ethics 5 2
IA-2-025 (0) Project Management 5 3
IA-2-027 (0) Research Methodology and Seminar 5 3
IA-2-028 (1) Thesis Work 5 4
IA-2-028 (2) Thesis Work 10 4
Practical Training 30 ECTS
(15)
Course number Name Credits Study year

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