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 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.
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
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Click the link below to view the detailed course plan
相似課程 Related Courses
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課程資訊 Course Information
基本資料 Basic Information
- 課程代碼 Course Code: 5536
- 學分 Credit: 3-0
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上課時間 Course Time:Thursday/9[ST019] Wednesday/5,Thursday/5[ST021]
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授課教師 Teacher:林大溱
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修課班級 Class:化材系4,碩1,2
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選課備註 Memo:通用課程
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