Understanding Basic Lean Six Sigma Statistics
What do you know about statistics? This course will teach you the essential statistics and how to start applying it in a Lean Six Sigma project.
What you'll learn
Essential statistics are a must for any quality management professional. In this course, Understanding Basic Lean Six Sigma Statistics, you'll have the opportunity to learn basic general statistics. First, you’ll explore how to create basic charts. Next, you’ll discover probability distribution and how to create histograms in Excel. Finally, you’ll learn how to use correlation and linear regression in Lean Six Sigma projects. When you're finished with this course, you’ll have the skills and knowledge of basic statistics applied to quality management.
Table of contents
- Course and Module Overview 4m
- Introduction 2m
- Exploring Graphical Analysis Tools 4m
- Bar Charts 2m
- Creating a Bar Chart in Excel 3m
- Using Column and Bar Graphs 1m
- Stacked Bar Charts 4m
- Pie Charts 2m
- Creating a Pie Chart in Excel 4m
- X Y Scatter Diagrams 2m
- Creating a Scatter Diagram in Excel 2m
- Creating an X-bar Control Chart 7m
- Adding Standard Deviation Lines 4m
- Data Analysis Tools 3m
- Module Overview 2m
- Descriptive and Inferential Statistics 2m
- Basic Probability Concepts 3m
- Applying Basic Probability Concepts 1m
- Histograms 3m
- Histograms Example 4m
- Creating a Histogram in Excel 3m
- Exploring Normal Distributions 2m
- Normality Testing 2m
- Calculating Descriptive Statistics 3m
- Hypothesis Setup 2m
- Expected Bins 6m
- Normal Probabilities 3m
About the author
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 strateg... more