人工智能與機器學習
我們在日常中經常談及人工智能(AI), 但只有少數人了解AI的真正含義。這課程讓學生從技術和哲學角度定義AI,學習區分AI、機器學習(ML)及深度學習(DL),最後重點介紹AI的工業應用和道德挑戰,探索人類與機器之間的關係。
3
中文、英文
學習成果
課程編排:
- AI到底是什麼?: 解釋和比較AI的多種定義,並探討歷史上的AI案例
- ML和DL作為AI的種類:通過去除複雜專業名詞的案例研究探索認知計算 (cognitive computing)和神經網絡(neural networks)的原理
- AI的力量:討論人工智能在工業上的應用,並辨認人工智能的局限性
- 「Ai」=「愛」?: 討論AI的道德挑戰並讓學生分組繪畫出好與壞的AI未來情境
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