課程名稱: | AI人工智慧應用 |
課程英文名稱: | Artificial Intelligence | ||||||||||||||||||||
教學目標:
1. To present AI technology along with its deep roots in the philosophical, mathematical, and computational traditions.
2. To offer a broad focus on all AI, Lisp language-oriented as well as Prolog, symbol-based, connectionist, and stochastic. 3. Finally, wished to base AI algorithms and techniques in their rightful place within modern computer science. Much of modern computing is a product of earlier research in AI (recursive data structures, object-based design, semantics of programming languages, and so on). Modern AI practice requires a strong foundation and grounding in traditional computing. |
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教材大網:
人工智慧概念
AI發展史與各行業應用
教學參考節數: 6
監督式學習應用
各種監督式學習演算法及在分類、迴歸上的應用
教學參考節數: 20
非監督式學習應用
各種非監督式學習演算法及在降維、分群上的應用
教學參考節數: 10
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基本素養能力圖
系科專業能力圖
授課形式分析圖
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