교육과정


교육과정

▶ 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
*R: Required, E: Elective

 

▶ 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
※ Students with major/double major must complete ‘Project Lab(3)’ as a required course.
※ ‘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
MGT315 Econometrics
계량경제학
O O O 3-3-0 [PRE]
MTH211
Total 93 93 93
*[PRE]: Prerequisite(선이수), [IDEN]: Identical(동일지정교과)
*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)
Operations Research Ⅰ
계량경영학 Ⅰ

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)
 
*Yellow: Required, Pink: Elective

▶ 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
Statistical Programming
통계프로그래밍

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