課程信息

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學生職業成果

36%

完成這些課程後已開始新的職業生涯

31%

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11 小時
英語(English)
字幕:英語(English), 羅馬尼亞語

您將獲得的技能

StatisticsLean Six SigmaData AnalysisMinitab

學生職業成果

36%

完成這些課程後已開始新的職業生涯

31%

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11 小時
英語(English)
字幕:英語(English), 羅馬尼亞語

提供方

阿姆斯特丹大学 徽標

阿姆斯特丹大学

教學大綱 - 您將從這門課程中學到什麼

內容評分Thumbs Up98%(5,079 個評分)Info
1

1

完成時間為 2 小時

Data and Lean Six Sigma

完成時間為 2 小時
11 個視頻 (總計 54 分鐘), 4 個閱讀材料, 2 個測驗
11 個視頻
Let me introduce myself!1分鐘
M1-V1 Introduction to Lean Six Sigma5分鐘
M1-V2 Data and DMAIC4分鐘
M1-V3 Selecting CTQs6分鐘
M1-V4 Units and operational definition5分鐘
M1-V5 Sampling8分鐘
M1-V6 Organizing your data5分鐘
M1-V7 Installing Minitab3分鐘
M1-V8 Introduction to Minitab6分鐘
M1-V9 Loading data into Minitab2分鐘
4 個閱讀材料
Let me introduce IBIS UvA5分鐘
Overview videos2分鐘
Minitab: what is it?10分鐘
Explanation quizzes1分鐘
2 個練習
Practice quiz - Data and Lean Six Sigma35分鐘
Graded quiz - Data and Lean Six Sigma30分鐘
2

2

完成時間為 2 小時

Understanding and visualizing data

完成時間為 2 小時
8 個視頻 (總計 48 分鐘), 3 個閱讀材料, 2 個測驗
8 個視頻
M2-V2 Descriptive statistics7分鐘
M2-V3 Visualizing numerical data6分鐘
M2-V4 Visualizing categorical data5分鐘
M2-V5 Pareto analysis5分鐘
M2-V6 Visualizing two variables9分鐘
M2-V7 Exercise - Investigation time4分鐘
M2-V8 Exercise - Coffee batch3分鐘
3 個閱讀材料
Data needed for the next videos!10分鐘
Video exercises5分鐘
Explanation quizzes1分鐘
2 個練習
Practice quiz - Understanding and visualizing data35分鐘
Graded quiz - Understanding and visualizing data30分鐘
3

3

完成時間為 2 小時

Using probability distributions

完成時間為 2 小時
7 個視頻 (總計 42 分鐘), 1 個閱讀材料, 2 個測驗
7 個視頻
M3-V2 Estimation and confidence intervals9分鐘
M3-V3 Normal, Lognormal and Weibull distribution4分鐘
M3-V4 Probability plot6分鐘
M3-V5 Empirical CDF6分鐘
M3-V6 Properties of the normal distribution4分鐘
M3-V7 Exercise - Length of Stay5分鐘
1 個閱讀材料
Explanation quizzes1分鐘
2 個練習
Practice quiz - Using probability distributions40分鐘
Graded quiz - Using probability distributions30分鐘
4

4

完成時間為 1 小時

Introduction to testing

完成時間為 1 小時
3 個視頻 (總計 22 分鐘), 1 個閱讀材料, 1 個測驗
3 個視頻
M4-V2 Hypothesis testing7分鐘
M4-V3 Causality9分鐘
1 個閱讀材料
Explanation quizzes1分鐘
1 個練習
Practice quiz - Introduction to testing20分鐘
完成時間為 2 小時

Testing: numerical Y and categorical X

完成時間為 2 小時
8 個視頻 (總計 54 分鐘), 1 個閱讀材料, 2 個測驗
8 個視頻
M5-V2 ANOVA analysis7分鐘
M5-V3 ANOVA residual analysis6分鐘
M5-V4 Kruskal-Wallis test5分鐘
M5-V5 Two sample t-test8分鐘
M5-V6 Test for equality of variances6分鐘
M5-V7 Exercise - Productivity7分鐘
M5-V8 Exercise - Department5分鐘
1 個閱讀材料
Explanation quizzes1分鐘
2 個練習
Practice quiz - Testing: numerical Y and categorical X12分鐘
Graded quiz - Introduction to testing & Testing: numerical Y and categorical X30分鐘

審閱

來自DATA ANALYTICS FOR LEAN SIX SIGMA的熱門評論

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  • Yes, Coursera provides financial aid to learners who cannot afford the fee. Apply for it by clicking on the Financial Aid link beneath the "Enroll" button on the left. You’ll be prompted to complete an application and will be notified if you are approved. Learn more.

  • No, it is not a requirement to pass the course. However I do recommend everybody to install (the free trial version of) Minitab. It makes this course a lot more fun if you can actually do all the data analyses yourself as well.

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