Course
Course
| Classification | Course Number | Course Title | Credit(Hour) | Remarks |
|---|---|---|---|---|
| Core Elective | COSE101 | COMPUTER PROGRAMMING I | 3(3) | |
| Core Elective | COSE102 | COMPUTER PROGRAMMING II | 3(3) |
Choose 1 |
| Core Elective | STAT204 | STATISTICAL COMPUTER PROGRAMMING | 3(3) | |
| Core Elective | COSE111 | MATHEMATICS FOR COMPUTER SCIENCE I | 3(3) | Choose 1 |
| Core Elective | STAT241 | MATRIX THEORY | 3(3) | |
| Core Elective | COSE112 | MATHEMATICS FOR COMPUTER SCIENCE II | 3(3) | Choose 1 |
| Core Elective | STAT170 | ELEMENTARY STATISTICS | 3(3) | |
| Core Elective | MATH161 | CALCULUS WITH LAB I | 3(3) | Choose 1 |
| Core Elective | STAT201 | STATISTICAL MATHEMATICS | 3(3) | |
| Major Elective | COSE213 | DATA STRUCTURE | 3(3) | |
| Major Elective | COSE214 | ALGORITHMS | 3(3) | |
| Major Elective | COSE222 | COMPUTER ARCHITECTURE | 3(3) | |
| Major Elective | COSE341 | OPERATING SYSTEMS | 3(3) | |
| Major Elective | COSE342 | COMPUTER NETWORK | 3(3) | |
| Major Elective | COSE361 | ARTIFICIAL INTELLIGENCE | 3(3) | |
| Major Elective | COSE354 | INFORMATION SECURITY | 3(3) | |
| Major Elective | COSE362 | MACHINE LEARNING | 3(3) | |
| Major Elective | COSE371 | DATABASES | 3(3) | |
| Major Elective | COSE382 | PROBABILITY AND RANDOM PROCESSES | 3(3) | |
| Major Elective | COSE423 | INTRODUCTION TO CONVEX OPTIMIZATION | 3(3) | |
| Major Elective | COSE432 | HUMAN COMPUTER INTERACTION | 3(3) | |
| Major Elective | COSE436 | INTERACTIVE VISUALIZATION | 3(4) | |
| Major Elective | COSE461 | NATURAL LANGUAGE PROCESSING | 3(3) | |
| Major Elective | COSE472 | INFORMATION RETRIEVAL | 3(3) | |
| Major Elective | COSE474 | DEEP LEARNING | 3(3) | |
| Major Elective | DATA301 | The Design and Analysis of Experiments | 3(3) | |
| Major Elective | DATA302 |
Introduction to Computer Vision and Its Applications |
3(3) | |
| Major Elective | DATA303 | Advanced Machine Learning | 3(3) | |
| Major Elective | DATA304 | Big Data Analytics | 3(3) | |
| Major Elective | DATA306 | Design Thinking | 3(3) | |
| Major Elective | DATA401 | Data Visualization | 3(3) | |
| Major Elective | DATA403 | Reinforcement Learning | 3(3) | |
| Major Elective | DATA405 | Data Presentation | 3(3) | |
| Major Elective | DATA407 | Data Science ApplicationⅠ | 3(3) | |
| Major Elective | DATA409 | Data Science ApplicationⅡ | 3(3) | |
| Major Elective | DATA410 | Data Science ApplicationⅢ | 3(3) | |
| Major Elective | DATA412 | Data Science ApplicationⅣ | 3(3) | |
| Major Elective | DATA421 | PROJECT FOR GRADUATIONⅠ | 3(6) | |
| Major Elective | DATA422 | PROJECT FOR GRADUATIONⅡ | 3(6) | |
| Major Elective | DATA423 | Internship ProgramⅠ | 3(0) | |
| Major Elective | DATA424 | Internship ProgramⅡ | 3(0) | |
| Major Elective | MATH221 | LINEAR ALGEBRAⅠ WITH LAB | 3(3) | |
| Major Elective | MATH344 | STOCHASTIC PROCESSES | 3(3) | |
| Major Elective | STAT221 | INTRODUCTION TO PROBABILITY THEORY | 3(4) | |
| Major Elective | STAT232 | MATHEMATICAL STATISTICS | 3(3) | |
| Major Elective | STAT302 | TIME SERIES ANALYSIS | 3(3) | |
| Major Elective | STAT323 | COMPUTATIONAL STATISTICS | 3(3) | |
| Major Elective | STAT342 | REGRESSION ANALYSIS | 3(3) | |
| Major Elective | STAT343 | CATEGORICAL DATA ANALYSIS | 3(3) | |
| Major Elective | STAT346 | STATISTICAL DATA SCIENCE I | 3(3) | |
| Major Elective | STAT401 | MULTIVARIATE STATISTICAL ANALYSIS | 3(3) | |
| Major Elective | STAT404 | INTRODUCTION TO BAYESIAN STATISTICS | 3(3) | |
| Major Elective | STAT409 | STATISTICAL DATA SCIENCE II | 3(3) | |
| Major Elective | STAT424 | STATISTICAL MACHINE LEARNING | 3(3) | |
| Major Elective | STAT443 | LINEAR METHODOLOGY | 3(3) |