AI for Engineering Applications
All courses could be conducted in English if a single international student is present.
| Curriculum Number | Course Title | Credit(s) | Curriculum Identity Number | Required/Elective | Remarks |
| CIE7206 | Seminar on Artificial Intelligence for Engineering Applications 人工智慧工程應用專題討論 |
1 | 521 M0330 | Required | Only for students of the AI for Engineering Applications |
| CIE5133 | Introduction to Machine Learning and Deep Learning 機器學習與深度學習導論 |
3 | 521 U9230 | Elective | |
| CIE5140 | Computational Statistics for Data Analytics 數據分析之計算統計學 |
3 | 521 U9270 | Elective | Prerequisites: Engineering Statistics & Computer Programming |
| CIE5141 | Computer Vision in Construction 電腦視覺應用於工程 |
3 | 521 U9280 | Elective | Taught in English |
| CIE5142 | Introduction to Scientific Computing and Artificial Intelligence Platform 科學計算與人工智慧平臺導論 |
3 | 521 U9290 | Elective | |
| CIE7066 | Project Risk Management 工程風險管理 |
3 | 521 M6100 | Elective | |
| CIE7140 | Satellite Geodesy 衛星大地測量學 |
3 | 521 M7280 | Elective | |
| CIE7143 | Smart Structural System 智慧型結構系統 |
3 | 521 M7310 | Elective | |
| CIE7144 | Special Topic in Satellite Geodesy 衛星大地測量學特論 |
3 | 521 M7320 | Elective | Taught in English |
| CIE7152 | Adjustment and Analysis of Spatial Information 空間資訊平差處理與分析 |
3 | 521 M7410 | Elective | Taught in Chinese, with class materials in English |
| CIE5015 | Operation Research 作業研究 |
3 | 521 U0690 | Elective | Taught in English |
| CIE5129 | AR/VR Techniques and Their Applications in Civil Engineering VR/AR實境技術之原理及土木工程之應用 |
2 | 521 U9190 | Elective | Prerequisites: Engineering Mathematics & any 1 of the computer language courses |
| CIE5130 | Photogrammetry and Computer Vision 攝影測量與電腦視覺之入門與應用 |
3 | 521 U9200 | Elective | |
| CommE5052 | Deep Learning for Computer Vision 深度學習於電腦視覺 |
3 | 942 EU0660 | Elective | Taught in English |
| CSIE5429 | 3D Computer Vison with Deep Learning Applications 三維電腦視覺與深度學習應用 |
3 | 922 U4750 | Elective | |
| CSIE5400 | Artificial Intelligence 人工智慧 |
3 | 922 U3020 | Elective | Taught in English |
| CSIE5431 | Applied Deep Learning 深度學習之應用 |
3 | 922 U4340 | Elective | |
| CSIE5432 | Machine Learning Foundations 機器學習基石 |
2 | 922 U4360 | Elective | Intensive course |
| CSIE5433 | Machine Learning Techniques 機器學習技法 |
2 | 922 U4390 | Elective | Intensive course |
| CSIE7133 | Special Topics on Graph Algorithms 圖形演算法特論 |
3 | 922 U3060 | Elective | |
| CSIE7421 | Advanced Computer Vision 高等電腦視覺 |
3 | 922 U3910 | Elective | |
| EEE5053 | Computer Vision: From Recognition to Geometry 電腦視覺 |
3 | 943 U0550 | Elective | |
| EE5184 | Machine Learning 機器學習 |
4 | 921 U2620 | Elective | Taught in English |
| EE5145 | Genetic Algorithms 基因遺傳演算法 |
3 | 921 U9400 | Elective | Intelligent Medicine Program |
| LIS5098 | Digital Decision Making: Data Visualization and Machine Learning 數位決策：資料視覺化與機器學習 |
3 | 126 U1610 | Elective | |
| MATH5255 | Mathematics in Deep Learning 深度學習之數學基礎 |
3 | 221 U8940 | Elective | |
| TIGPBP8009 | Advanced Algorithms 高等演算法 |
3 | 947 D0110 | Elective | Taught in English |