Curriculum
Curriculum
▶ Credit Requirements [이수학점]
Department (School) |
Major 전공 |
Double Major 복수전공 |
Minor 부전공 |
||||||
---|---|---|---|---|---|---|---|---|---|
R | E | Total | R | E | Total | R | E | Total | |
Department of Industrial Engineering |
24 | 24 | 48 | 15 | 21 | 36 | 9 | 9 | 18 |
▶ Required [전공필수]
Course Code |
Course Title | Major | Double | Minor | Cred -Lect -Exp |
Remark | Semester |
---|---|---|---|---|---|---|---|
IE201 | Operations Research Ⅰ 계량경영학 Ⅰ |
O | O | O | 3-3-0 | 2 | |
IE207 | Statistical Computing 통계계산 |
O | O | O | 3-3-0 | 2 | |
IE209 | Industrial Operations Management 생산운영관리 |
O | O | O | 3-3-0 | 1 | |
IE303 | Data Mining 데이터 마이닝 |
O | O | O | 3-3-0 | 1 | |
IE305 | Operations Research Ⅱ 계량경영학 Ⅱ |
O | O | O | 3-3-0 | [PRE] IE201, IE209 |
1 |
IE313 | Time-series Analysis 시계열 분석 |
O | O | O | 3-3-0 | [PRE] MTH211 |
2 |
IE404 | Data-driven Process Management 데이터 기반 프로세스 관리 |
O | O | O | 3-3-0 | 2 | |
IE406 | Applied Machine Learning 기계학습 응용 |
O | O | O | 3-3-0 | [PRE] IE303, MTH211 |
1 |
IE450 | Project Lab. 프로젝트 랩 |
O | O | O | 3-1-4 | 1 | |
Total | 27 | 27 | 24 |
※ ‘Project Lab’ course not required for Minor can be counted as Free Elective course.
▶ Elective[전공선택]
Course Code |
Course Title | Major | Double | Minor | Cred -Lect -Exp |
Remark | Semester |
---|---|---|---|---|---|---|---|
IE314 | Investment Science 계량투자론 |
O | O | O | 3-3-0 | - | |
IE308 | Service Intelligence 서비스 지능 |
O | O | O | 3-3-0 | [PRE] IE209 |
2 |
IE361 | Quantitative Technology Management 계량기술경영 |
O | O | O | 3-3-0 | 2 | |
IE362 | Statistical Quality Management 통계적 품질관리 |
O | O | O | 3-3-0 | 1 | |
IE408 | Principles of Deep Learning 딥러닝 원론 |
O | O | O | 3-3-0 | [PRE] ITP117, IE303 |
1 |
IE412 | Advanced Investment Science 고급계량투자론 |
O | O | O | 3-3-0 | [PRE] IE314 |
1 |
IE421 | Blockchain Systems 블록체인 시스템 |
O | O | O | 3-3-0 | 1 | |
IE422 | Social Network Analysis 사회 연결망 분석 |
O | O | O | 3-3-0 | [PRE] IE303 |
2 |
IE470 | Special Topics in IE Ⅰ IE 특론 Ⅰ |
O | O | O | 3-3-0 | - | |
IE471 | Special Topics in IE Ⅱ IE 특론 Ⅱ |
O | O | O | 3-3-0 | - | |
IE472 | Special Topics in IE Ⅲ IE 특론 Ⅲ |
O | O | O | 3-3-0 | - | |
MEN201 | Computational Tools for Engineers 공학전산기법 |
O | O | O | 3-3-0 | 2 | |
MEN301 | Numerical Analysis 수치해석 |
O | O | O | 3-2-2 | [PRE] MTH201 |
2 |
MEN353 | Manufacturing System Design & Simulation 생산시스템 설계 및 시뮬레이션 |
O | O | O | 3-3-0 | 2 | |
MEN455 | 3D Printing 3D 프린팅 |
O | O | O | 3-3-0 | 1 | |
UEE206 | Science Humanities 과학인문학 |
O | O | O | 3-3-0 | 1 | |
CSE362 | Artificial Intelligence 인공지능 |
O | O | O | 3-3-0 | [PRE] CSE331, MTH203, MTH112, ITP111 |
1 |
CSE364 | Software Engineering 소프트웨어공학 |
O | O | O | 3-3-0 | 1 | |
CSE463 | Machine Learning 기계 학습 |
O | O | O | 3-3-0 | [PRE] CSE221, MTH203, MTH112, ITP111 |
|
BME310 | Experimental Design 실험계획법 |
O | O | O | 3-3-0 | [PRE] MTH211 |
|
BME206 | Cognitive Neuroscience 인지신경과학 |
O | O | O | 3-3-0 | ||
BME222 | Introduction to Human Factor Engineering 인간공학개론 |
O | O | O | 3-3-0 | ||
MTH251 | Mathematical Analysis Ⅰ 해석학 Ⅰ |
O | O | O | 3-3-0 | ||
MTH321 | Numerical Analysis 수치해석학 |
O | O | O | 3-3-0 | [PRE] MTH201, MTH203 |
|
MTH333 | Scientific Computing 과학계산 |
O | O | O | 3-3-0 | ||
MTH342 | Probability 확률론 |
O | O | O | 3-3-0 | ||
MTH361 | Mathematical Modeling and Applications 수리모형방법론 |
O | O | O | 3-3-0 | [PRE] MTH201, MTH203 |
|
MTH344 | Mathematical Statistics 수리통계학 |
O | O | O | 3-3-0 | ||
MTH421 | Introduction to Partial Differential Equations 편미분방정식개론 |
O | O | O | 3-3-0 | [PRE] MTH201, MTH203 |
|
MTH461 | Stochastic Processes 확률과정론 |
O | O | O | 3-3-0 | [PRE] MTH342 |
|
MTH315 | Econometrics 계량경제학 |
O | O | O | 3-3-0 | [PRE] MTH211 |
|
Total | 93 | 93 | 93 |
*Students affiliated in previous MGE track can take newly opened course in department of IE and the course can be counted as required or elective (refer to each year curriculum). 기존 경영공학부 트랙 학생들은 산업공학과에서 신규 추가된 교과를 이수할 경우 개설 학년도의 이수구분으로 인정받을 수 있음
History of Coures Chage of 2020-2021
Track | 2020 | 2021 | |
---|---|---|---|
MGE | MGE201(Required) |
→ | IE201(Required) Operations Research Ⅰ 계량경영학 Ⅰ |
MGE205(Required) Investment Science 계량투자론 |
IE314(Elective) Investment Science 계량투자론 |
||
MGE206(Required) Introduction to Industrial & Management Engineering 산업경영공학의 이해 |
only designated substitute course upon request of retaking courses from students who already took the courses before | ||
MGE207(Required) Data Science Programming 데이터 사이언스 프로그래밍 |
IE207(Required) Statistical Computing 통계계산 |
||
MGE209(Required) Operations Management 생산운영관리 |
IE209(Required) Industrial Operations Management 생산운영관리 |
||
MGE303(Required) Data Mining 데이터 마이닝 |
IE303(Required) Data Mining 데이터 마이닝 |
||
MGE305(Required) Operations Research Ⅱ 계량경영학 Ⅱ |
IE305(Required) Operations Research Ⅱ 계량경영학 Ⅱ |
||
MGE313(Required) Time-series Analysis 시계열 분석 |
IE313(Required) Time-series Analysis 시계열 분석 |
||
MGE404(Required) Data-driven Process Management 데이터 기반 프로세스 관리 |
IE404(Required) Data-driven Process Management 데이터 기반 프로세스 관리 |
||
MGE406(Required) Applied Machine Learning 기계학습 응용 |
IE406(Required) Applied Machine Learning 기계학습 응용 |
||
MGE450(Required) Project Lab. 프로젝트 랩 |
IE450(Required) Project Lab. 프로젝트 랩 |
||
MGE308(Elective) Service Simulation 서비스 시뮬레이션 |
IE308(Elective) Service Intelligence 서비스 지능 |
||
MGE361(Elective) Quantitative Technology Management 계량기술경영 |
IE361(Elective) Quantitative Technology Management 계량기술경영 |
||
MGE362(Elective) Statistical Quality Management 통계적 품질관리 |
IE362(Elective) Statistical Quality Management 통계적 품질관리 |
||
MGE412(Elective) Advanced Investment Science 고급계량투자론 |
IE412(Elective) Advanced Investment Science 고급계량투자론 |
||
MGE421(Elective) Blockchain Systems 블록체인 시스템 |
IE421(Elective) Blockchain Systems 블록체인 시스템 |
||
MGE422(Elective) Social Network Analysis 사회 연결망 분석 |
IE422(Elective) Social Network Analysis 사회 연결망 분석 |
||
MGE470(Elective) Special Topics in MGE Ⅰ MGE 특론 Ⅰ |
IE470(Elective) Special Topics in IE Ⅰ IE 특론 Ⅰ |
||
MGE471(Elective) Special Topics in MGE Ⅱ MGE 특론 Ⅱ |
IE471(Elective) Special Topics in IE Ⅱ IE 특론 Ⅱ |
||
MGE472(Elective) Special Topics in MGE Ⅲ MGE 특론 Ⅲ |
IE472(Elective) Special Topics in IE Ⅲ IE 특론 Ⅲ |
▶ Curriculum Map [교육과정 이수 체계도]
OSophomore 1st semester |
Sophomore 2nd Semester |
Junior 1st semester |
Junior 2nd Semester |
Senior 1st semester |
Senior 2nd Semester |
Industrial Operations Management (IE 209) |
Operations Research Ⅰ (IE201) |
Operations Research Ⅱ (IE305) |
Time-series Analysis (IE 313) |
Applied Machine Learning (IE 406) |
Data-driven Process Management (IE 404) |
Statistical Computing (IE 207) |
Data Mining (IE303) |
Project Lab (IE 450) |
|||
Statistical Quality Management (IE 362) |
Service Intelligence (IE 308) |
Principles of Deep Learning (IE408) |
Social Network Analysis (IE 422) |
||
Investment Science (IE314) |
Quantitative Technology Management (IE 361) |
Advanced Investment Science (IE 412) |
|||
Blockchain Systems (IE 421) |
▶ Electrical Engineering [EE]
Course is | Course No. | Classification | Course Title | Course Title(Kor.) | Cred.- Lect.-Exp. |
Prerequisite | Convergence |
---|---|---|---|---|---|---|---|
Required | IE690 | Research | Master's Research | 석사연구 | Value of Credit | ||
IE890 | Doctoral's Research | 박사연구 | Value of Credit | ||||
Elective | IE502 | Lecture | Statistical Inference | 통계적 추론 | 3-3-0 | O | |
IE503 | Pattern Recognition and Machine Learning
(Code Share with AI520) |
패턴인식 및 기계학습 | 3-3-0 | O | |||
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 (Code share with AI531) |
지식서비스공학 | 3-3-0 | ||||
IE509 | Advanced Quality Control (Code share with AI533) |
고급 품질관리 | 3-3-0 | ||||
IE510 | Smart Factory & Advanced Manufacturing |
스마트 공장 및 고급 제조업 | 3-3-0 | ||||
IE511 | Introduction to Deep Learning (Code share with AI502, IE408) |
딥러닝개론 | 3-3-0 | ||||
IE512 | Technology Management | 기술경영 | 3-3-0 | ||||
IE513 | Neural Network Learning Theory (Code share with AI513) |
신경망 학습이론 | 3-3-0 | ||||
IE514 | Reinforcement Learning (Code share with AI512) |
강화학습 | 3-3-0 | ||||
IE515 | Causal Learning & Explainable AI (Code share with AI722) |
인과학습 & 설명가능 AI | 3-3-0 | ||||
IE516 | Predictive process analytics | 예측 프로세스 분석 | 3-3-0 | ||||
IE517 | Manufacturing System Design & Simulation (Code share with SDC304) |
생산 시스템 설계 및 시뮬레이션 | 3-3-0 | ||||
IE518 | 3D Printing (Code Share with SDC405) |
3D 프린팅 | 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 |
History of Coures Chage of 2020-2021
Dept | 2020 | 2021 | |
---|---|---|---|
IE | IE502 |
→ | IE502 Statistical Inference 통계적 추론 |
IE503 Advanced Data Mining 고급 데이터마이닝 |
IE503 Pattern Recognition and machine Learning 패턴인식 및 기계학습 |
||
IE507 Convex Optimization 컨벡스 최적화 기법 |
IE507 Convex Optimization 컨벡스 최적화 |
||
IE508 Service Systems Engineering and Management 서비스공학과경영 |
IE508 Knowledge Service Engineering 지식서비스공학 |
||
- | IE513(NEW) Neural Network Learning Theory 신경망 학습이론 |
||
- | IE514(NEW) Reinforcement Learning 강화학습 |
||
- | IE515(NEW) Casual Learning & Explainable AI 인과학습 & 설명가능 AI |
||
- | IE516(NEW) Predictive Process Analytics 예측 프로세스 분석 |
||
- | IE517(NEW) Manufacturing System Design & Simulation 생산 시스템 설계 및 시뮬레이션 |
||
- | IE518(NEW) 3D Printing 3D 프린팅 |