基本素養 Basic Literacy
□ 注重人性的尊嚴、價值與培養自信心
The aim is to emphasize dignity and values of humanity, and cultivate self-confidence.
□ 具備法治觀念與培養尊重及包容的工作態度與倫理
The aim is to learn rules of law education and develop working manner and ethics with honor and tolerance.
□ 熱愛生命，關懷弱勢
The aim is to learn to adore life and to show care for the vulnerable.
□ 培養外語能力並積極參與國際學術活動
The aim is to acquire knowledge and develop capabilities in learning foreign languages and aggressively joining international academic activities.
核心能力 Competence
■ 具備製造資訊與系統領域相關知識之能力。
The aim is to acquire knowledge and develop capabilities in manufacturing information and systems.
□ 具備E化製造領域相關知識之能力
The aim is to acquire knowledge and developing capabilities in e-Manufacturing infrastructure.
□ 資訊技術導入工業自動化相關領與能力
The aim is to apply Information and System technology into industry for improving the efficiency and performance of manufacturing technology.
■ 具備獨立思考、分析判斷與解決製造資訊與系統領域問題之能力
The aim is to acquire knowledge and develop capabilities of independently thinking, analyzing, and solving problems in manufacturing information and systems.
■ 具備研究結果分析與判斷之能力
The aim is to acquire knowledge to analize research results.
■ 具備跨領域有效溝通表達的專業語文能力
The aim is to acquire knowledge of efficient communications for crossing research area through professional language expression.
■ 具備研讀及撰寫專業論文之能力
The aim is to acquire knowledge of reading and writing professional papers.
■ 具備組織與領導團隊及從事創新設計之能力
The aim is to acquire knowledge of leadership for team working and innovative design.
■ 具備凝聚團隊精神、創新製造資訊與系統領域實務所需之技術及系統整合溝通之能力
The aim is to acquire knowledge and develop capabilities of solidifying team-working spirit, and acquire knowledge of practical techniques and communication for system integration in the innovative manufacturing information and systems.
課程概述 Course Description
機械智慧化可以提升機械之效能。本課程除了介紹多種業界常用的專家系統或人工智慧的基礎原理外，亦對實際應用的案例有深入的探討。最終希望學習者能兼具理論與實際應用的能力。課程學習目標 Course Objectives
課程進度 Progress Description
| 進度說明 Progress Description | |
|---|---|
| 1 | 類神經網路之簡介(I) |
| 2 | 類神經網路之簡介(II) |
| 3 | 非監督式類神經網路 |
| 4 | 聯想記憶 |
| 5 | 機械智慧化論文研討(I) |
| 6 | 機械智慧化論文研討(II) |
| 7 | 增強式學習 |
| 8 | 業界教師教學演講 |
| 9 | 模糊集合、模糊關係及推論 |
| 10 | 模糊關係及推論 |
| 11 | 期中報告(I) |
| 12 | 期中報告(II) |
| 13 | 業界教師教學演講 |
| 14 | 基因演算法則 |
| 15 | 機械智慧化論文研討(III) |
| 16 | 機械智慧化論文研討(IV) |
| 17 | 期末專題報告(I) |
| 18 | 期末專題報告(II) |
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?Is there any industry specialist invited in this course? How many times?
2.本課程是否規劃含校外實習(並非參訪)?
Are there any internships involved in the course? How many hours?
3.本課程是否可歸認為學術倫理課程?
Is this course recognized as an academic ethics course? In the course how many hours are regarding academic ethics topics?
4.本課程是否屬進入社區實踐課程?
Is this course recognized as a Community engagement and Service learning course? Which community will be engaged?