1000 - 機器學習導論
Introduction to Machine Learning
教育目標 Course Target
The goal of this course is to provide students with the skills to learn machine learning techniques, enabling them to quickly and systematically grasp the latest trends in artificial intelligence technology and thoroughly understand how artificial intelligence works.
The course will first cover the theory of machine learning, including classification, problem definition, and methods. It will then delve into the important concepts of neural networks, which are at the core of machine learning. This will be accompanied by hands-on examples and self-practice, ensuring not only a deep understanding of the theory but also the practical implementation of neural networks.
The goal of this course is to provide students with the skills to learn machine learning techniques, enabling them to quickly and systematically grasp the latest trends in artistic intelligence technology and thoroughly understand how artistic intelligence works.
The course will first cover the theory of machine learning, including classification, problem definition, and methods. It will then delve into the important concepts of neural networks, which are at the core of machine learning. This will be accompanied by hands-on examples and self-practice, ensuring not only a deep understanding of the theory but also the practical implementation of neural networks.
參考書目 Reference Books
self-designed teaching material
self-designed teaching material
評分方式 Grading
評分項目 Grading Method |
配分比例 Percentage |
說明 Description |
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Midterm Exam Midterm Exam |
20 | |
Final Exam Final Exam |
20 | |
Regular Assignments Regular Assignments |
20 | |
Final Presentation Final Presentation |
20 | |
Attendance Rate and Class Performance Attendance Rate and Class Performance |
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
課程代碼 Course Code |
課程名稱 Course Name |
授課教師 Instructor |
時間地點 Time & Room |
學分 Credits |
操作 Actions |
---|---|---|---|---|---|
必修-0997
|
資工系2B 石志雄 | 五/6,7,8[ST023] | 3-0 | 詳細資訊 Details |
課程資訊 Course Information
基本資料 Basic Information
- 課程代碼 Course Code: 1000
- 學分 Credit: 3-0
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上課時間 Course Time:Monday/5,6,7[ST019]
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授課教師 Teacher:陳仕偉
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修課班級 Class:資工系2C
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選課備註 Memo:資電組分組選修
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