113年第1學期-1000 機器學習導論 課程資訊

評分方式

評分項目 配分比例 說明
Midterm Exam 20
Final Exam 20
Regular Assignments 20
Final Presentation 20
Attendance Rate and Class Performance 20

選課分析

本課程名額為 60人,已有56 人選讀,尚餘名額4人。


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授課教師

陳仕偉

教育目標

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.

課程資訊

參考書目

self-designed teaching material

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