課程信息

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學生職業成果

33%

完成這些課程後已開始新的職業生涯

25%

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100% 在線
立即開始,按照自己的計劃學習。
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初級
完成時間大約為18 小時
英語(English)
字幕:英語(English)

學生職業成果

33%

完成這些課程後已開始新的職業生涯

25%

通過此課程獲得實實在在的工作福利
可分享的證書
完成後獲得證書
100% 在線
立即開始,按照自己的計劃學習。
可靈活調整截止日期
根據您的日程表重置截止日期。
初級
完成時間大約為18 小時
英語(English)
字幕:英語(English)

提供方

伦敦大学 徽標

伦敦大学

教學大綱 - 您將從這門課程中學到什麼

內容評分Thumbs Up96%(3,860 個評分)Info
1

1

完成時間為 2 小時

Dealing with Uncertainty and Complexity in a Chaotic World

完成時間為 2 小時
8 個視頻 (總計 68 分鐘), 6 個閱讀材料, 1 個測驗
8 個視頻
Welcome!3分鐘
1.1 The Monty Hall Problem9分鐘
1.2 Decision Making Under Uncertainty10分鐘
1.3 Uncertainty in the News9分鐘
1.4 Simplicity vs. Complexity - The Need for Models10分鐘
1.5 Safe to Assume? Beware, When Model Assumptions Go Wrong!9分鐘
1.6 Roadmap of the Course9分鐘
Week One Summary and Key Takeaways4分鐘
6 個閱讀材料
1.1 The Monty Hall Problem10分鐘
1.2 Decision Making Under Uncertainty10分鐘
1.3 Uncertainty in the News10分鐘
1.4 Simplicity vs. Complexity - The Need for Models10分鐘
1.5 Safe to Assume? Beware, When Model Assumptions Go Wrong!10分鐘
1.6 Roadmap of the Course10分鐘
1 個練習
Week One Quiz20分鐘
2

2

完成時間為 3 小時

Quantifying Uncertainty With Probability

完成時間為 3 小時
7 個視頻 (總計 74 分鐘), 6 個閱讀材料, 1 個測驗
7 個視頻
2.2 Simple Probability Distributions11分鐘
2.3 Expectation of Random Variables13分鐘
2.4 Bayesian Updating11分鐘
2.5 Parameters9分鐘
2.6 The Distribution Zoo11分鐘
Week Two Summary and Key Takeaways4分鐘
6 個閱讀材料
2.1 Probability Principles10分鐘
2.2 Simple Probability Distributions10分鐘
2.3 Expectation of Random Variables10分鐘
2.4 Bayesian Updating10分鐘
2.5 Parameters10分鐘
2.6 The Distribution Zoo10分鐘
1 個練習
Week Two Quiz20分鐘
3

3

完成時間為 4 小時

Describing The World The Statistical Way

完成時間為 4 小時
7 個視頻 (總計 78 分鐘), 6 個閱讀材料, 2 個測驗
7 個視頻
3.2 Data Visualisation11分鐘
3.3 Descriptive Statistics - Measures of Central Tendency13分鐘
3.4 Descriptive Statistics - Measures of Spread10分鐘
3.5 The Normal Distribution11分鐘
3.6 Variance of Random Variables13分鐘
Week Three Summary and Key Takeaways5分鐘
6 個閱讀材料
3.1 Classify Your Variables!10分鐘
3.2 Data Visualisation10分鐘
3.3 Descriptive Statistics - Measures of Central Tendency10分鐘
3.4 Descriptive Statistics - Measures of Spread10分鐘
3.5 The Normal Distribution10分鐘
3.6 Variance of Random Variables10分鐘
1 個練習
Week Three Quiz
4

4

完成時間為 2 小時

On Your Marks, Get Set, Infer!

完成時間為 2 小時
7 個視頻 (總計 78 分鐘), 6 個閱讀材料, 1 個測驗
7 個視頻
4.2 Random Sampling11分鐘
4.3 Further Random Sampling12分鐘
4.4 Sampling Distributions11分鐘
4.5 Sampling Distribution of the Sample Mean11分鐘
4.6 Confidence Intervals13分鐘
Week Four Summary and Key Takeaways5分鐘
6 個閱讀材料
4.1 Introduction to Sampling10分鐘
4.2 Random Sampling10分鐘
4.3 Further Random Sampling10分鐘
4.4 Sampling Distributions10分鐘
4.5 Sampling Distribution of the Sample Mean10分鐘
4.6 Confidence Intervals10分鐘
1 個練習
Week Four Quiz

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