교육
교육
대학원과정
Curriculum [산업공학과 교육과정]
| Category | Course Code |
Classifi -cation |
Course Title (ENG) | Course Title (KOR) | Cred-Lect-Exp | Remark |
|---|---|---|---|---|---|---|
| Required | IE690 | Research | Master's Research | 석사논문연구 | 1~3 | |
| IE890 | Doctoral's Research | 박사논문연구 | 3~9 | |||
| Elective | IE502 | Lecture | Statistical Inference | 통계적 추론 | 3-3-0 | |
| IE503 | Pattern Recognition and Machine Learning |
패턴인식 및 기계학습 | 3-3-0 | [IDEN] AI520 |
||
| IE505 | Linear Programming | 선형계획법 | 3-3-0 | |||
| IE506 | Supply Chain Management | 공급망관리 | 3-3-0 | |||
| IE507 | Convex Optimization | 컨벡스 최적화 | 3-3-0 | |||
| IE508 | Knowledge Service Engineering | 지식서비스공학 | 3-3-0 | |||
| IE509 | Advanced Quality Control | 고급 품질관리 | 3-3-0 | [IDEN] AI533 |
||
| IE510 | Smart Factory & Advanced Manufacturing | 스마트공장 및 고급 제조업 |
3-3-0 | |||
| IE511 | Introduction to Deep Learning | 딥러닝개론 | 3-3-0 | |||
| IE512 | Technology Management | 기술경영 | 3-3-0 | |||
| IE513 | Neural Network Learning Theory | 신경망 학습이론 | 3-3-0 | |||
| IE514 | Dynamic Programming and Reinforcement Learning |
동적 계획법과 강화학습 | 3-3-0 | [IDEN] AI512 |
||
| IE515 | Causal Learning & Explainable AI | 인과학습 & 설명가능 AI | 3-3-0 | |||
| IE516 | Predictive Process Analytics | 예측 프로세스 분석 | 3-3-0 | |||
| IE517 | Manufacturing System Design & Simulation |
생산시스템 설계 및 시뮬레이션 | 3-3-0 | |||
| IE518 | 3D Printing | 3D 프린팅 | 3-3-0 | |||
| IE519 | Game Theory and Multi-Agent Reinforcement Learning |
게임 이론과 다중 에이전트 강화 학습 |
3-3-0 | |||
| IE551 | Special Topics in IE I | IE 특론 I | 3-3-0 | |||
| IE552 | Special Topics in IE II | IE 특론 II | 3-3-0 | |||
| IE553 | Special Topics in IE III | IE 특론 III | 3-3-0 | |||
| IE554 | Special Topics in IE IV | IE 특론 IV | 3-3-0 | |||
| IE555 | Special Topics in IE V | IE 특론 V | 3-3-0 | |||
| IE556 | Technical Writing in English | 영어논문작성법 | 3-3-0 | |||
| SLA590 | Writing in Academic Disciplines | 전공영어쓰기 | 3-3-0 | |||
| SLA591 | Technical Writing in English | 영어논문작성법 | 3-3-0 |
Curriculum Change [교육과정 변경사항]
| 2025 | → | 2026 |
|---|---|---|
| IE514 Reinforcement Learning 강화학습 |
→ | IE514 Dynamic Programming and Reinforcement Learning 동적 계획법과 강화학습 |
| <NEW> | → | IE519 Game Theory and Multi-Agent Reinforcement Learning 게임 이론과 다중 에이전트 강화 학습 |