Applying Statistics in Lean Six Sigma

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Frederico Aranha

1:47:51

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01. Course Overview

01. Course Overview.mp4

02:26

02. Applying Data to Real World Situations

02. Course and Module Overview.mp4

03:36

03. Reviewing Normal Probability Distributions .mp4

03:14

04. Using Exponential Distribution.mp4

03:09

05. Using Lognormal Distribution.mp4

02:27

06. Using Weibull Distribution.mp4

00:57

07. Cauchy Logistic and Laplace Distribution .mp4

02:02

08. Uniform Beta Gamma and Triangular Distribution.mp4

01:41

09. Using the Binomial Distribution.mp4

04:30

10. The Binomial Formula.mp4

03:15

11. Knowing the Poisson Distribution.mp4

03:48

12. Poisson Distribution Equation.mp4

02:02

13. Poisson Distribution Calculation.mp4

02:28

14. Geometric Distribution and Negative Binomial.mp4

02:01

03. Applying Hypothesis Tests

15. Module Overview.mp4

02:39

16. Hypothesis Test Basics.mp4

01:56

17. Null Alternative and Right Hypothesis Test.mp4

02:44

18. Hypothesis Tests for Discrete Data.mp4

01:42

19. Proportion Test.mp4

01:52

20. The 1-sample T Test.mp4

02:01

21. The Chi-square Test (Or 1-variance Test).mp4

01:51

22. The 2-sample T Test.mp4

02:21

23. The Mann-Whitney Test.mp4

01:17

24. Running Hypothesis Tests.mp4

04:44

25. Hypothesis Testing in Analyze Improve and Control.mp4

03:11

04. Presenting Statistics in Lean Six Sigma

26. Module Overview.mp4

02:59

27. Common Challenges When Presenting Statistical Analysis.mp4

03:49

28. Tips for Creating Business-friendly Presentations.mp4

02:03

29. Understanding the Target Audience.mp4

05:55

30. Storytelling with Text and Images.mp4

04:01

31. Being Clear and Concise.mp4

03:54

32. Smartly Using Your Tools.mp4

05:08

05. Preparing for the Lean Six Sigma Green Belt Certification

33. Module Overview.mp4

01:47

34. Lean Six Sigma Green Belt Syllabus.mp4

04:41

35. Green Belt Certification Sample Exam Questions.mp4

06:49

36. Course Summary.mp4

02:51

Description

To put statistics into practice is to work with Lean Six Sigma. This course will teach you all the essential tools and techniques regarding intermediate statistics in Lean Six Sigma.

What You'll Learn?

To turn data into knowledge is the real challenge for any Lean Six Sigma practitioner. In this course, Applying Statistics in Lean Six Sigma, you’ll learn how to run statistical analysis, tests, and transform them into business-friendly presentations. First, you’ll explore how to apply data to real-world situations. Next, you’ll discover how to apply hypotheses and sample tests. Finally, you’ll learn how to create advanced control charts. When you’re finished with this course, you’ll have the skills and knowledge needed to truly apply statistics into Lean Six Sigma.

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Statistics

Six Sigma

Frederico Aranha

Instructor's Courses

Frederico had extensive experience in professional education, consulting, program management, innovation projects and new businesses development. He is certified as a PMP, ITIL Expert, Scrum Master, Product Owner, Scrum Trainer and instructor accredited by Axelos/PEOPLECERT. Frederico's specialties are: management training, online education, project management, new businesses development, risk management, systems development, Lean Startup, BMG, quality management, IT services and strategic planning. His volunteer activities are focused on free online education for project managers. His last project, PMP for All, had 25.000 students, 43 sponsors and lasted 3 years online. It was a free online prep course for both PMP and CAPM certifications.

Pluralsight

View courses Pluralsight

Pluralsight, LLC is an American privately held online education company that offers a variety of video training courses for software developers, IT administrators, and creative professionals through its website. Founded in 2004 by Aaron Skonnard, Keith Brown, Fritz Onion, and Bill Williams, the company has its headquarters in Farmington, Utah. As of July 2018, it uses more than 1,400 subject-matter experts as authors, and offers more than 7,000 courses in its catalog. Since first moving its courses online in 2007, the company has expanded, developing a full enterprise platform, and adding skills assessment modules.