EPISODE · May 6, 2025 · 12 MIN
人工智慧與機器學習
from 聽書-科技X成長 · host 種菜工程師
介紹人工智慧（AI）的發展歷史與核心概念。影片從1956年的達特茅斯會議談起，將其視為AI的開端。解釋了智慧的本質在於根據不同情境做出反應，而AI則是人工搭建的這種系統。隨後，介紹了符號主義和連接主義這兩個主要流派，後者強調機器學習，並深入探討了神經網路的結構、損失函數、訓練過程及泛化能力。影片最後討論了AI對未來工作的影響，認為AI將改變工作性質而非完全取代人類。
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