从掷骰子到人工智能

ebook 趣谈概率

By 张天蓉

cover image of 从掷骰子到人工智能

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《从掷骰子到人工智能:趣谈概率》一书极具启发性,学习概率统计的入门书,书中介绍的著名趣味概率问题包括赌博点数分配问题、赌徒谬误、高尔顿钉板、几何概型悖论、酒鬼漫步、德国坦克问题、博士相亲、中国餐馆过程等。通过讨论这些简单有趣的例子,让读者了解概率统计中的重要概念,诸如随机变量、期望值、贝叶斯定理、大数定律、中心极限定理、马尔可夫过程、深度学习等等。概念的引入思路清晰,重要知识有拓展,许多重要概念和理论都有直观的解释和应用场景。让年轻人从游戏和趣题中学到知识,吸引他们踏进基础科学、人工智能、信息技术的大门。

从掷骰子到人工智能