이수 |
학수번호 |
과목명 |
학점(시간) |
|---|---|---|---|
기초 공통 과목 |
BDS501 |
확률론 (PROBABILITY THEORY) |
3(3) |
BDS502 |
수리통계학 (MATHEMATICAL STATISTICS) |
3(3) |
|
BDS503 |
다변량통계분석 (MULTIVARIATE STATISTICAL ANALYSIS) |
3(3) |
|
BDS504 |
선형모형방법론 (STATISTICAL METHODS FOR LINEAR MODELS) |
3(3) |
|
BDS505 |
수리모형과머신러닝 (MATHEMATICAL MODELING AND MACHINE LEARNING |
3(3) |
|
BDS801 |
이론통계학 (THEORETICAL STATISTICS) |
3(3) |
|
일반 공통 과목 |
CUS501 |
데이터기반 논문작성 |
3(3) |
GLB501 |
데이터분석연구조사방법론 |
3(3) |
|
GRA506 |
Data Science와 AI의 개념 |
3(3) |
|
GRA507 |
인공지능 개론 |
3(3) |
|
STE501 |
데이터사이언스를위한통계분석 |
3(3) |
|
PUP501 |
데이터베이스 연구조사방법론 |
3(3) |
|
전공 과목 |
BDS601 |
머신러닝이해와응용(UNDERSTANDING AND APPLICATION OF MACHINE LEARNING) |
3(3) |
BDS602 |
딥러닝이해와응용(UNDERSTANDING AND APPLICATION OF DEEP LEARNING) |
3(3) |
|
BDS603 |
통계적추론과XAI(INFERENCE AND EXPLAINABLE ARTIFICIAL INTELLIGENCE) |
3(3) |
|
BDS604 |
데이터사이언스활용시계열예측(TIME SERIES FORECASTING WITH DATA SCIENCE) |
3(3) |
|
BDS605 |
인공지능이해와응용(UNDERSTANDING AND APPLICATION OF ARTIFICIAL INTELLIGENCE) |
3(3) |
|
BDS606 |
소셜네트워크분석(SOCIAL NETWORK ANALYSIS) |
3(3) |
|
BDS607 |
데이터분석컨설팅(DATA ANALYSIS CONSULTING) |
3(3) |
|
BDS608 |
보건의료빅데이터처리론(REAL-WORLD BIG DATA ANALYTICS) |
3(3) |
|
BDS609 |
보건의료빅데이터연구방법론(BIO-HEALTH BIG DATA ANALYSIS) |
3(3) |
|
BDS610 |
데이터사이언스를위한통계적학습(STATISTICAL LEARNING FOR DATA SCIENCE ) |
3(3) |
|
BDS611 |
확률적그래프모형(PROBABILISTIC GRAPHICAL MODELS) |
3(3) |
|
BDS612 |
빅데이터와대규모연산(BIG DATA AND LARGE SCALE COMPUTING) |
3(3) |
|
BDS613 |
빅데이터고급알고리즘(ADVANCED ALGORITHMS FOR BIG DATA) |
3(3) |
|
BDS614 |
사회가치측정(SCIENTIFIC MEASUREMENT FOR SOCIAL VALUES) |
3(3) |
|
BDS615 |
통계적역학모형(STATISTICAL EPIDEMIC MODELS) |
3(3) |
|
BDS616 |
데이터사이언스방법론(DATA SCIENCE METHODS) |
3(3) |
|
BDS617 |
생명과학을위한수리통계방법론(MATHEMATICAL AND STATISTICAL MODELING IN BIOLOGY) |
3(3) |
|
BDS618 |
데이터사이언스를위한수학(MATHEMATICS OF DATA) |
3(3) |
|
BDS619 |
공간통계학(SPATIAL STATISTICS) |
3(3) |
|
BDS620 |
데이터마이닝(DATA MINING) |
3(3) |
|
BDS621 |
일반화선형모형론(GENERALIZED LINEAR MODEL) |
3(3) |
|
BDS622 |
모의실험방법론(MONTE CARLO METHODS) |
3(3) |
|
BDS623 |
생물정보학(COMPUTING FOR BIOINFORMATICS) |
3(3) |
|
BDS624 |
베이지안통계(BAYESIAN STATISTICS) |
3(3) |
|
BDS625 |
몬테카를로방법론(MONTE CARLO METHOD) |
3(3) |
|
BDS626 |
최적화방법론(OPTIMIZATION METHODS) |
3(3) |
|
BDS627 |
바이오통계(BIOSTATISTICS) |
3(3) |
|
BDS628 |
생존분석(SURVIVAL ANALYSIS) |
3(3) |
|
BDS631 |
데이터사이언스세미나I(SEMINAR IN DATA SCIENCE I) |
3(3) |
|
BDS632 |
데이터사이언스세미나II(SEMINAR IN DATA SCIENCE II) |
3(3) |
|
BDS633 |
데이터사이언스세미나III(SEMINAR IN DATA SCIENCE III) |
3(3) |
|
BDS634 |
데이터사이언스세미나IV(SEMINAR IN DATA SCIENCE IV) |
3(3) |
|
BDS635 |
데이터사이언스특강I(SPECIAL TOPICS IN DATA SCIENCE I) |
3(3) |
|
BDS636 |
데이터사이언스특강II(SPECIAL TOPICS IN DATA SCIENCE II) |
3(3) |
|
BDS637 |
데이터사이언스특강III(SPECIAL TOPICS IN DATA SCIENCE III) |
3(3) |
|
BDS638 |
데이터사이언스특강IV(SPECIAL TOPICS IN DATA SCIENCE IV) |
3(3) |