基本素養 Basic Literacy
□ 人文與倫理素養
□ 誠信素養
□ 社會關懷
□ 國際視野
核心能力 Competence
■ 工程領域之專業知識
■ 策劃及執行專題研究之能力
□ 撰寫專業論文之能力
■ 創新思考及獨立解決問題之能力
■ 與不同領域人員協調整合之能力
□ 廣闊之國際視野
□ 領導、管理及規劃的能力
□ 終身自我學習成長之能力
課程概述 Course Description
介紹。概念與，一般以-特定排序。決策樹學習。人工神經網路。評估假設。貝葉斯學習。學習理論計算。基於實例的學習。感應邏輯程式。分析學習。結合歸納與分析學習。強化學習。課程學習目標 Course Objectives
課程進度 Progress Description
| 進度說明 Progress Description | |
|---|---|
| 1 | Introduction |
| 2 | Introduction |
| 3 | Concept Learning and the General-to-Specific Ordering |
| 4 | Concept Learning and the General-to-Specific Ordering |
| 5 | Decision Tree Learning |
| 6 | Decision Tree Learning |
| 7 | Artificial Neural Networks |
| 8 | Artificial Neural Networks |
| 9 | Evaluating Hypotheses |
| 10 | Evaluating Hypotheses |
| 11 | Bayesian Learning |
| 12 | Bayesian Learning |
| 13 | Computational Learning Theory |
| 14 | Instance-Based Learning |
| 15 | Inductive Logic Programming |
| 16 | Analytical Learning |
| 17 | Combining Inductive and Analytical Learning |
| 18 | Reinforcement Learning |
以上每週進度教師可依上課情況做適度調整。The schedule may be subject to change.
有關課程其他調查 Other Surveys of Courses
1.本課程是否規劃業界教師參與教學或演講? 否Is there any industry specialist invited in this course? How many times? No
2.本課程是否規劃含校外實習(並非參訪)? 否
Are there any internships involved in the course? How many hours? No