0854 - 線性代數及其應用
Applied Linear Algebra
教育目標 Course Target
線性代數的重要性不亞於微積分，除了已經廣泛應用在各個領域之外，對於學生而言也是訓練抽象思考很好的一門課程。本課程希望讓同學了解線性代數的基本概念及應用，並透過此課程培養同學抽象思考的能力，以及訓練同學書寫完整的計算和論證過程。課程內容將著重在矩陣運算、矩陣分解與向量空間三大部分，並介紹線性代數在工業工程與人工智慧上的應用。
Linear algebra is as important as calculus. In addition to being widely used in various fields, it is also a good course for students to train abstract thinking. This course hopes to allow students to understand the basic concepts and applications of linear algebra, and through this course to cultivate students' ability to think abstractly, and train students to write complete calculation and argumentation processes. The course content will focus on matrix operations, matrix decomposition and vector space, and introduce the application of linear algebra in industrial engineering and artificial intelligence.
參考書目 Reference Books
線性代數，第八版，Ron Larson著，翁慶昌編譯，高立圖書有限公司。
Linear Algebra, 8th Edition, written by Ron Larson, compiled by Weng Qingchang, Gaoli Books Co., Ltd.
評分方式 Grading
| 評分項目 Grading Method |
配分比例 Percentage |
說明 Description |
|---|---|---|
|
平時考兩次 I usually take the test twice |
40 | 各佔20% |
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期中考 midterm exam |
20 | |
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期末考 final exam |
20 | |
|
平時成績 usual results |
20 | 包含出席率，助教課表現，正課表現等 |
授課大綱 Course Plan
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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: 0854
- 學分 Credit: 0-3
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上課時間 Course Time:Tuesday/B,Friday/5,6,7[L208]
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授課教師 Teacher:陳彥碩
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修課班級 Class:工工系2
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選課備註 Memo:外系選修須經授課教師同意。助教課時段務必出席，若不能配合上課者，請審慎考慮是否修習。
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