工程分析

臺北科技大學 114-2 學期課程，課號 359300。

• 學期：114-2
• 授課教師：馬權威
• 學分：3
• 選修
• 上課時段：週一 5、6、7 節

課程大綱

This course will introduce the numerical, statistical, and computational methods in engineering analysis, including following topics: Partial Differential Equations and Boundary Value Problems; Numerical Methods and Computational Mechanics; Statical Analysis Methods; and Machine Learning Methods.

課程進度

1 Course Introduction 2 Mathematical Fundamentals and Notation 3 Partial Differential Equations and Boundary Value Problems (I) 4 Partial Differential Equations and Boundary Value Problems (II) 5 Numerical Methods and Computational Mechanics (I) 6 Numerical Methods and Computational Mechanics (II) 7 No lecture (Compensatory holiday for Tomb Sweeping Day) 8 Probability Theory in Data Analysis 9 Mid-term exam 10 Statical Analysis Methods (I) 11 Statical Analysis Methods (II) 12 Statistical Analysis Software 13 Data Presentation 14 In-class exercise 15 Classification and Clustering Analysis 16 Machine Learning Methods (I) 17 Machine Learning Methods (II) 18 Final exam

評量方式

Subject Mark = Attendance 20% + Mid-term exam 25% + In-class exercise 20% + Final exam 35%

教材

【遵守智慧財產權觀念，請使用正版教科書，不得使用非法影印教科書】 使用外文原文書：否 Use of self-made materials