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頑想學概率:機率一 (Probability (1))

National Taiwan University via Coursera

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  • Provider Coursera
  • Subject Statistics & Probability
  • $ Cost Free Online Course (Audit)
  • Session Upcoming
  • Language Chinese
  • Certificate Paid Certificate Available
  • Start Date
  • Duration 5 weeks long

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Overview

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這是一個機率的入門課程,著重的是教授機率基本概念。課程內容和作業都使用生活化的例子,希望讓同學們快樂學習、快速培養同學們對於機率的洞察力與應用能力。

Syllabus

WEEK 1
歡迎來到「頑想學概率:機率一」第一週課程!本週主題有三個: 1. 機率的概論──機率的本質是什麼? 2. 所有機率課本都會講到的:集合論 3. 機率學中一些重要專有名詞含義的介紹

WEEK 2
本週的兩個主題:1. 神聖的機率三公理和衍生的性質 2. 機率學中不能不知道的「條件機率」概念 很有趣哦!

WEEK 3
本週的三個主題:1. 不同事件,機率的獨立性 2. 使用圖解的方式計算複雜難算的機率 3. 我們可以怎麼樣利用數數的方式,來幫我們數東西、算機率,這跟算機率有什麼關係?

WEEK 4 (1)
本週有四個主題:1. 隨機變數的概念 2. 累積分布函數 (CDF) 3. 機率質量函數 (PMF) 4. 常見的離散機率分佈

WEEK 4 (2)
「頑想學概率:機率一」將在「離散機率分佈」告一段落。 其他更多好玩有趣的機率課程,將會在「頑想學概率:機率二」課程做介紹,我們下次見!

Taught by

葉丙成 Ping-Cheng Yeh (Benson)

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