About this Course

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Learner Career Outcomes

36%

started a new career after completing these courses

31%

got a tangible career benefit from this course
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Beginner Level
Approx. 11 hours to complete
English
Subtitles: French, Portuguese (Brazilian), Russian, English, Spanish, Romanian...

Skills you will gain

StatisticsLean Six SigmaData AnalysisMinitab

Learner Career Outcomes

36%

started a new career after completing these courses

31%

got a tangible career benefit from this course
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Beginner Level
Approx. 11 hours to complete
English
Subtitles: French, Portuguese (Brazilian), Russian, English, Spanish, Romanian...

Offered by

Placeholder

University of Amsterdam

Syllabus - What you will learn from this course

Content RatingThumbs Up98%(5,562 ratings)Info
Week
1

Week 1

2 hours to complete

Data and Lean Six Sigma

2 hours to complete
11 videos (Total 54 min), 4 readings, 2 quizzes
11 videos
Let me introduce myself!1m
M1-V1 Introduction to Lean Six Sigma5m
M1-V2 Data and DMAIC4m
M1-V3 Selecting CTQs6m
M1-V4 Units and operational definition5m
M1-V5 Sampling8m
M1-V6 Organizing your data5m
M1-V7 Installing Minitab3m
M1-V8 Introduction to Minitab6m
M1-V9 Loading data into Minitab2m
4 readings
Let me introduce IBIS UvA5m
Overview videos2m
Minitab: what is it?10m
Explanation quizzes1m
2 practice exercises
Practice quiz - Data and Lean Six Sigma35m
Graded quiz - Data and Lean Six Sigma30m
Week
2

Week 2

2 hours to complete

Understanding and visualizing data

2 hours to complete
8 videos (Total 48 min), 3 readings, 2 quizzes
8 videos
M2-V2 Descriptive statistics7m
M2-V3 Visualizing numerical data6m
M2-V4 Visualizing categorical data5m
M2-V5 Pareto analysis5m
M2-V6 Visualizing two variables9m
M2-V7 Exercise - Investigation time4m
M2-V8 Exercise - Coffee batch3m
3 readings
Data needed for the next videos!10m
Video exercises5m
Explanation quizzes1m
2 practice exercises
Practice quiz - Understanding and visualizing data35m
Graded quiz - Understanding and visualizing data30m
Week
3

Week 3

2 hours to complete

Using probability distributions

2 hours to complete
7 videos (Total 42 min), 1 reading, 2 quizzes
7 videos
M3-V2 Estimation and confidence intervals9m
M3-V3 Normal, Lognormal and Weibull distribution4m
M3-V4 Probability plot6m
M3-V5 Empirical CDF6m
M3-V6 Properties of the normal distribution4m
M3-V7 Exercise - Length of Stay5m
1 reading
Explanation quizzes1m
2 practice exercises
Practice quiz - Using probability distributions40m
Graded quiz - Using probability distributions30m
Week
4

Week 4

1 hour to complete

Introduction to testing

1 hour to complete
3 videos (Total 22 min), 1 reading, 1 quiz
3 videos
M4-V2 Hypothesis testing7m
M4-V3 Causality9m
1 reading
Explanation quizzes1m
1 practice exercise
Practice quiz - Introduction to testing20m
2 hours to complete

Testing: numerical Y and categorical X

2 hours to complete
8 videos (Total 54 min), 1 reading, 2 quizzes
8 videos
M5-V2 ANOVA analysis7m
M5-V3 ANOVA residual analysis6m
M5-V4 Kruskal-Wallis test5m
M5-V5 Two sample t-test8m
M5-V6 Test for equality of variances6m
M5-V7 Exercise - Productivity7m
M5-V8 Exercise - Department5m
1 reading
Explanation quizzes1m
2 practice exercises
Practice quiz - Testing: numerical Y and categorical X30m
Graded quiz - Introduction to testing & Testing: numerical Y and categorical X30m

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