About this Course

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Learner Career Outcomes

33%

started a new career after completing these courses

30%

got a tangible career benefit from this course

12%

got a pay increase or promotion
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

Skills you will gain

StatisticsLean Six SigmaData AnalysisMinitab

Learner Career Outcomes

33%

started a new career after completing these courses

30%

got a tangible career benefit from this course

12%

got a pay increase or promotion
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

Offered by

Placeholder

University of Amsterdam

Syllabus - What you will learn from this course

Content RatingThumbs Up98%(5,976 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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