Curriculum

AI / Data Science Curriculum Structure

In the first and second years, the major curriculum consists of a common education program designed to build foundational competencies in programming, software, databases, and system fundamentals, as well as an understanding of the key technology platforms required in the Fourth Industrial Revolution.

From the third year onward, the curriculum is divided into specialized tracks in the fields of Artificial Intelligence (AI) and Data Science (DS). During this phase, students engage in hands-on system development using actual technologies, and learn through real-world case studies involving automation, robotics, and related applications.

[ 1^st/2^nd Year ]

1st and 2nd graders will gain core knowledge of SW. They will also focus on building core competencies for Data Science and AI. To this end, programming capabilities are built through about 380 problems based learning.

[ 3^rd/4^th Year ]

When the third grade, you will choose your specialized field with AI and Data Science.
AI and Data Science share a great number of core technology fields. Learning related skills reflects the needs and characteristics of the actual market. To this end, projects are carried out every semester, and in-depth understanding is secured centering on actual market cases.

[ Minor Track ]

Woosong University Kazakhstan requires all students to complete an 18-credit minor program to equip them with essential skills applicable across various industries. In addition to courses focused on the practical use of Artificial Intelligence (AI) and Data Science (DS), the university also offers internationally recognized certification programs. Furthermore, the minor curriculum may be adjusted or expanded annually based on the development of Woosong University's core academic fields in Korea and evolving market trends.

Business convergence Program with Solbridge

The application of AI and Data Science (DS) is essential in today’s business environment. Therefore, students may select certain courses offered at SolBridge to complete a Business Convergence minor. Through this pathway, students will also have the opportunity to earn a certification from the SolBridge Business Program.

3rd semester

• Introduction to microeconomics

4th semester

• Management information systems
• Principles of marketing

5th semester

• Introduction to corporate finance

6th semester

• International businessmanagement
• Introduction to macroeconomics

AI Product Design with Global Certification(Cloud)

This minor track empowers AI and Data Science majors to transform technical knowledge into real-world products by combining design thinking, business modeling, responsible AI, and global certifications. Through six curated courses-including certificates from AWS and a UX design program-students gain hands-on experience and complete a capstone project that simulates launching a viable AI product. Graduates are prepared for roles such as AI product manager, cloud-based solution consultant, UX strategist, or tech entrepreneur, with industry-recognized credentials that strengthen their global career prospects.

3rd semester

• AI Product Planning

4th semester

• Global UX Design Certification
• Business Models for AI Services

5th semester

• AWS Cloud Architecture for AI Products

6th semester

• AI Policy and Ethics
• Capstone: AI Innovation Lab

Cybersecurity

Cybersecurity is essential in the digital world. As our dependence on the internet increases, keeping data safe and secure is becoming more critical. In a world where AI and data play a major role in everyday life, cybersecurity is one of the most important tools for protecting individuals and organizations, business.

3rd semester

• Fundamentals of Cybersecurity

4th semester

• Network Security and Cryptography
• Ethical Hacking and Penetration Testing

5th semester

• Security Risk Management and Compliance

6th semester

• Cybersecurity Policy, Ethics, and Law
• Cybersecurity Innovation Lab

Fintech

This minor track bridges finance and technology, preparing students to understand, design, and analyze financial innovations such as blockchain, AI-based financial services, and digital compliance technologies.

3rd semester

• Introduction to Fintech

4th semester

• Blockchain and Cryptocurrency Technologies
• Financial Risk Analytics

5th semester

• AI in Financial Services

6th semester

• Regulatory Technology
• Fintech Innovation Lab

Health Informatics

Students completing this track will be able to apply foundational concepts in artificial intelligence and data analytics to healthcare challenges, enabling improvements in clinical decision-making, medical research, and patient outcomes, while critically addressing ethical, legal, and privacy considerations specific to the healthcare domain.

3rd semester

• Health Informatics Fundamentals

4th semester

• Medical Data Analytics
• AI in Diagnosis and Treatment

5th semester

• Wearable Technology and  Health Monitoring

6th semester

• Privacy and Ethics in Healthcare AI
• HealthTech Capstone Project

[ Liberial Art ]