Course Summary
This course is an introduction to probability theory, covering topics such as random variables, independence, conditional probability, and Bayes' theorem.Key Learning Points
- Learn the fundamental concepts and techniques of probability theory
- Apply probability theory to solve real-world problems
- Understand the mathematical foundations of probability theory
Related Topics for further study
Learning Outcomes
- Understand the basic concepts and techniques of probability theory
- Apply probability theory to solve real-world problems
- Develop a solid foundation for further study in probability theory
Prerequisites or good to have knowledge before taking this course
- Basic algebra and calculus
- Familiarity with basic probability concepts
Course Difficulty Level
IntermediateCourse Format
- Online self-paced course
- Video lectures
- Interactive quizzes
Similar Courses
- Statistics and Probability
- Data Science Probability
Related Education Paths
Related Books
Description
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。
Outline
- WEEK 1
- 課程簡介
- 機率一、二哪裡不一樣？
- 1-0：咱們先聊聊，這是門什麼樣的課呢?
- 1-1：機率概論
- 1-2.a：集合論 (上)
- 1-2.b：集合論 (下)
- 1-3.a：機率名詞 (上)
- 1-3.b：機率名詞 (下)
- NTU MOOC 課程問題詢問與回報機制
- 第一週作業 A：告訴我們你是什麼樣的學生
- 第一週作業 B
- WEEK 2
- 2-0：咱們聊聊，是學習，還是應付?
- 2-1.a：機率公理性質 (上)
- 2-1.b：機率公理性質 (中)
- 2-1.c：機率公理性質 (下)
- 2-2.a：條件機率 (上)
- 2-2.b：條件機率 (中)
- 2-2.c：條件機率 (下)
- 第二週作業
- WEEK 3
- 3-0：咱們聊聊，常見的錯誤？學習的關鍵？
- 3-1.a：機率的獨立性 (上)
- 3-1.b：機率的獨立性 (下)
- 3-2：圖解繁複機率
- 3-3.a：數數算機率 (上)
- 3-3.b：數數算機率 (下)
- 第三週作業
- WEEK 4 (1)
- 4-0：咱們聊聊，如何幫自己面對未來挑戰？
- 4-1.a：隨機變數 (上)
- 4-1.b：隨機變數 (中)
- 4-1.c：隨機變數 (下)
- 4-2.a：累績分佈函數 CDF (上)
- 4-2.b：累績分佈函數 CDF (中)
- 4-2.c：累績分佈函數 CDF (下)
- 4-3：機率質量函數 PMF
- 第四週作業
- WEEK 4 (2)
- 4-4.a：離散機率分佈 I (上)
- 4-4.b：離散機率分佈 I (下)
- 4-5.a：離散機率分佈 II (上)
- 4-5.b：離散機率分佈 II (中)
- 4-5.c：離散機率分佈 II (下)
- 第四週作業（離散機率分佈）
Summary of User Reviews
Discover the fundamentals of probability in this course on Coursera. Students have found the course to be informative and engaging with a lot of hands-on practice. One key aspect that many users thought was good was the clear explanations of complex concepts.Pros from User Reviews
- Informative and engaging course
- Lots of hands-on practice
- Clear explanations of complex concepts
Cons from User Reviews
- Some users found the course to be too basic
- The pace may be too slow for some advanced learners
- The quizzes can be challenging
葉丙成
4.8 Raiting
頑想學概率：機率一 (Probability (1))
- 4.8
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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。 WEEK 1 課程簡介 機率一、二哪裡不一樣？ 1-0：咱們先聊聊，這是門什麼樣的課呢? 1-1：機率概論 1-2. a：集合論 (上) 1-2. b：集合論 (下) 1-3. a：機率名詞 (上) 1-3. b：機率名詞 (下) NTU MOOC 課程問題詢問與回報機制...
