| 課程編碼 Course Code | 中文課程名稱 Course Name (Chinese) | 英文課程名稱 Course Name (English) | 總學分數 Credits | 總時數 Hours |
|---|---|---|---|---|
| 3705009 | 機器學習 | Machine Learning | 3.0 | 3 |
| 中文概述 Chinese Description | 本課程的主要目的在研習機器學習的基本概念、執行演算法、應用方法與其在工程與管理上之應用，課程內容包括: 1. 機器學習基本概念與應用;2.機器學習演算法概論3.歸納學習演算法4.決策樹演算法5.案例式學習演算法6.專家系統建立7.機器學習應用方法8.機器學習論文導讀9.機器學習專題製作 | |||
| 英文概述 English Description | The Machine Learning course is to introduce and study the machine learning concepts, algorithms, application methodologies and its applications on engineering and management. The course encompasses the following topics. 1. Machine learning concepts and applications.2. Machine learning algorithms. 3. Inductive learning algorithms. 4. Decision tree algorithms. 5. Case-based learning algorithms. 6. Construction of expert systems. 7. Applications of machine learning. 8. Paper readings on machine learning. 9. Projects on machine learning. | |||
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