With the power of IT, let’s go to the future of AI!
AI Convergence, Soongsil University
Curriculum
Curriculum for new students in 2025
| 1-1 | 1-2 | 2-1 | 2-2 | 3-1 | 3-2 | 4-1 | 4-2 | Major competency |
|---|---|---|---|---|---|---|---|---|
| Basic AI Mathematics |
Artificial intelligence Introduction |
Probability and statistics | Machine learning | Data Science |
Computer vision | Big Data Computing |
Big Data Application Programming |
AI/Big Data Capabilities |
| Advanced AI Mathematics |
Deep Learning Programming |
Natural language processing |
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| Physical and Experimental | Digital System Introduction |
Network | Sensor Network | System HW/SW capabilities |
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| System Programming |
Operating system |
AI Embedded Programming |
IoT Programming |
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| Computer structures | Computer structures | GPU programming | Cloud computing |
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| Data base |
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| Self-driving programming |
Introduction to Robotics | Intelligent Robots and Practice |
Distributed Embedded System |
Self-driving capabilities |
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| Programming and Practice 1 |
Open Source Basic Design |
Data structure | Algorithms | Server Programming |
Mobile Programming |
Capstone Design | Advanced Capstone Design |
Application Software Capacity |
| Programming and Practice 2 |
Advanced programming and practice |
Web Programming |
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| Discrete Mathematics |
1rd grader
| 1-1 | 1-2 | Major competency |
|---|---|---|
| Basic AI Mathematics | Artificial intelligence Introduction | AI/Big Data Capabilities |
| Physical and Experimental | System HW/SW capabilities | |
| Programming and Practice 1 | Open Source Basic Design | Application Software Capacity |
| Programming and Practice 2 | ||
| Discrete Mathematics |
2rd grade
| 2-1 | 2-2 | Major competency |
|---|---|---|
| Probability and statistics | Machine learning | AI/Big Data Capabilities |
| Advanced AI Mathematics | ||
| Digital System Introduction | System HW/SW capabilities | |
| System Programming | ||
| Computer structures | Computer structures | |
| Data base | ||
| Self-driving programming | Self-driving capabilities | |
| Data structure | Algorithms | Application Software Capacity |
| Advanced programming and practice | Web Programming |
3rd grade
| 3-1 | 3-2 | Major competency |
|---|---|---|
| Data Science | Computer vision | AI/Big Data Capabilities |
| Deep Learning Programming | Natural language processing | |
| Network | Sensor Network | System HW/SW capabilities |
| Operating system | AI Embedded Programming | |
| Cloud computing | Introduction to Robotics | Intelligent Robots and Practice | Self-driving capabilities | Server Programming | Mobile Programming | Application Software Capacity |
4rd grade
| 4-1 | 4-2 | Major competency |
|---|---|---|
| Big Data Computing | Big Data Application Programming | AI/Big Data Capabilities |
| IoT Programming | System HW/SW capabilities | |
| GPU programming | Cloud computing | |
| Distributed Embedded System | Self-driving capabilities | |
| Capstone Design | Advanced Capstone Design | Application Software Capacity |
Four major competencies and areas of entry
-
AI/Big Data Capabilities
Capacity: Ability to design, develop, and manage application SW based on understanding AI technology and ability to utilize data for application based on data collection and analysis knowledge
Executive Overview: Experts using AI and big data technology to solve problems and create new value Core duties:- AI Model Design and Implementation
- Data Analysis/Engineering
-
System HW/SW Development Capability
Capacity: Ability to analyze and develop system programs for system resource management and control and ability to design and develop system HW based on HW programming knowledge
Vocational (military) Overview : Expert in designing, developing, and maintaining computer systems
Core duties:- System SW implantation and device driver design and implementation
- IoT System/Device and System Semiconductor Circuit Development
- Design and Implementation of Embedded SW/HW
-
Self-driving development capabilities
Capacity : To understand and control complex autonomous driving systems, the ability to acquire the current external environment through sensors, analyze and understand this data, and design and implement algorithms to control autonomous driving systems based on this Vocational(group) Overview: Experts developing and researching self-driving cars Core duties:- Design and implementation of sensor analysis and control algorithms
- IoT System/Device and System Semiconductor Circuit Development
-
Application Software Capabilities
Capacity: The ability to develop software used for a specific purpose, understanding the requirements for various problems such as Linux, apps, and mobile software, and developing software to solve them Executive Overview: Experts who develop software tailored to social needs Core duties:- Design and implementation of web UI and web server
- Design and implementation of mobile apps and Linux servers
