5536 - Matlab資料分析與製程最佳化
Matlab Data Analysis and Process Optimization
教育目標 Course Target
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 that students will be able to:
-Understand and use the MATLAB environment for data import, processing and visualization.
-Apply statistical analysis techniques to real-world data sets.
-Design and implement optimization models to solve engineering and process related problems.
參考書目 Reference Books
[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
評分方式 Grading
| 評分項目 Grading Method  | 
                                    配分比例 Percentage  | 
                                    說明 Description  | 
                                
|---|---|---|
| 
                                                 Mid-term presentation and report Mid-term presentation and report                                              | 
                                            30 | |
| 
                                                 Final presentation and report Final presentation and report                                              | 
                                            30 | |
| 
                                                 Homework Homework                                              | 
                                            20 | |
| 
                                                 Attendance Attendance                                              | 
                                            20 | 
授課大綱 Course Plan
                        點擊下方連結查看詳細授課大綱
                        Click the link below to view the detailed course plan
                    
相似課程 Related Courses
無相似課程 No related courses found
課程資訊 Course Information
基本資料 Basic Information
- 課程代碼 Course Code: 5536
 - 學分 Credit: 3-0
 - 
                                上課時間 Course Time:Thursday/9[ST019] Wednesday/5,Thursday/5[ST021]
 - 
                                授課教師 Teacher:林大溱
 - 
                                修課班級 Class:化材系4,碩1,2
 - 
                                選課備註 Memo:通用課程
 
交換生/外籍生選課登記
請點選上方按鈕加入登記清單,再等候任課教師審核。
                Add this class to your wishlist by clicking the button above.