此課程的目是使學生將能夠：
-了解並使用 MATLAB 環境進行資料導入、處理和視覺化。
-將統計分析技術應用於現實世界的資料集。
-設計和實施最佳化模型來解決工程和流程相關問題。
The purpose of this course is to enable students to:
- Understand and use the MATLAB environment for data entry, processing and visualization.
- Datasets that apply statistical analysis technology to the real world.
-Design and implement optimization models to solve engineering and process-related problems.
[1] MATLAB User’s Guide, “Start Learning with Free MATLAB Tutorials.” Accessed: Jul. 02, 2025. [Online]. Available: https://www.mathworks.com/support/learn-with-matlab-tutorials.html?s_tid=hp_ff_l_tutorials
[2] MATLAB User’s Guide, “MATLAB Statistics and Machine Learning ToolboxTM.” Accessed: Jul. 02, 2025. [Online]. Available: https://www.mathworks.com/products/statistics.html
[3] MATLAB User’s Guide, “MATLAB Optimization ToolboxTM – MathWorks.” Accessed: Jul. 02, 2025. [Online]. Available: https://www.mathworks.com/help/optim/
[4] W. L. Martinez Angel R Martinez, Exploratory Data Analysis with MATLAB ® Computer Science and Data Analysis Series. 2005. Accessed: Jul. 02, 2025. [Online]. Available: https://uodiyala.edu.iq/uploads/PDF%20ELIBRARY%20UODIYALA/EL22/Exploratory%20Data%20Analysis%20with%20MATLAB%20-%20Martinez%20and%20Martinez.pdf?utm_source=chatgpt.com
[1] MATLAB User’s Guide, “Start Learning with Free MATLAB Tutorials.” Accessed: Jul. 02, 2025. [Online]. Available: https://www.mathworks.com/support/learn-with-matlab-tutorials.html?s_tid=hp_ff_l_tutorials
[2] MATLAB User’s Guide, “MATLAB Statistics and Machine Learning ToolboxTM.” Accessed: Jul. 02, 2025. [Online]. Available: https://www.mathworks.com/products/statistics.html
[3] MATLAB User’s Guide, “MATLAB Optimization ToolboxTM – MathWorks.” Accessed: Jul. 02, 2025. [Online]. Available: https://www.mathworks.com/help/optim/
[4] W. L. Martinez Angel R Martinez, Exploratory Data Analysis with MATLAB ® Computer Science and Data Analysis Series. 2005. Accessed: Jul. 02, 2025. [Online]. Available: https://uodiyala.edu.iq/uploads/PDF%20ELIBRARY%20UODIYALA/EL22/Exploratory%20Data%20Analysis%20with%20MATLAB%20-%20Martinez%20and%20Martinez.pdf?utm_source=chatgpt.com
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| Mid-term presentation and reportMid-term presentation and report Mid-term presentation and report |
30 | |
| Final presentation and reportFinal presentation and report Final presentation and report |
30 | |
| HomeworkHomework Homework |
20 | |
| AttendanceAttendance Attendance |
10 |
