Lean Six Sigma Black Belt: Full Course

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Course curriculum

1. How to Download Templates
2. Video Overview
3. 1.1 Course Objectives
4. 1.2 Lean and Six Sigma Defined
5. 1.3 Sumary
6. Quiz
7. Templates
1. Video Overview
2. 2.1 Lean Oganizational Culture
3. 2.2 Challenges in Maintaing a Lean Culture
4. 2.3 Summary
5. Quiz
6. Templates
1. Video Overview
2. 3.1 Concept of a Process
3. 3.2 Four Fundamental Challenges
4. 3.3 Critical to Quality, Critical to Customer and Cost of Poor Quality
5. 3.4 Voice of the Customer and Voice of the Process
6. 3.5 Managing Process Mean and Variation
7. 3.6 Continuous Improvement
8. 3.7 Eight Wastes
9. 3.8 Five Ss
10. 3.9 Cycle Time
11. 3.10 Whole Foods
12. 3.11 Summary
13. Quiz
14. Templates
1. Video Overview
2. 4.1 Framework
3. 4.2 Applying the Framework
4. 4.3 Measurement Systems Analysis: Gage R&R Studies
5. 4.4 Measurement System Analysis: Bias and Linearity
6. 4.5 Analyzing Gage R&R Data
7. 4.6 Summary
8. Quiz
9. Templates
1. Video Overview
2. 5.1 Project Plan
3. 5.2 Summary
4. Quiz
5. Templates
1. Video Overview
2. 6.1 SIPOC
3. 6.2 Value Stream Map
4. 6.3 Process Mapping
5. 6.4 X-Y Matrix
6. 6.5 Kanban
7. 6.6 Takt Time
8. 6.7 Cooper Mini
9. 6.8 Summary
10. Quiz
11. Templates
1. Video Overview
2. 7.1 Root Cause
3. 7.2 Creating the Bar Chart
4. 7.3 The Pareto Principle and the Pareto Chart
5. 7.4 Creating A Fishbone or Cause and Effect Diagram
6. 7.5 Fishbone Examples in Marketing, Operations and Customer Satisfaction
7. 7.6 Summary
8. Quiz
9. Templates
1. Video Overview
2. 8.1 Measures of Central Tendency
3. 8.2 Standard Deviation
4. 8.3 Types of Variables
5. 8.4 Summary
6. Quiz
1. Video Overview
2. 9.1 Classes of Distributions
3. 9.2 Normal Distribution
4. 9.3 Z Distribution
5. 9.4 Binomial Distribution
6. 9.5 Contingency Tables and the Chi Square Distribution
7. 9.6 Summary
8. Quiz
9. Calculator and Z Table Download
1. Video Overview
2. 10.1 Common and Special Cause Variation
3. 10.2 Multi Vari
4. 10.3 Summary
5. Quiz
6. Templates
1. Video Overview
2. 11.1 Standard Deviation and the Concept of Six Sigma
3. 11.2 DPU, DPMO, RTY, FTY
4. Quiz
5. Templates
6. 11.3 Summary
7. Calculator
1. Video Overview
2. 12.1 Samples, Subgroups and Rational Subgroups
3. 12.2 Sampling and Sample Means
4. 12.3 Distribution of Sample Means and Central Limit Theorem
5. 12.4 Standard Error of the Mean
6. 12.5 Process Control
7. 12.6 Sampling Techniques
8. 12.7 Summary
9. Quiz
1. Video Overview
2. 13.1 Basic Charts
3. 13.2 Control Charts
4. 13.3 Positioning the UCL and LCL
5. 13.4 Alpha Errors
6. 13.5 Beta Errors
7. 13.6 Sampling Plan
8. 13.7 Summary
9. Quiz
10. Templates
1. Video Overview
2. 14.1 A Step-by-Step Approach
3. 14.2 Summary
4. Quiz
5. Templates
1. Video Overview
2. 15.1 Designing a New Six-Sigma Monitoring System
3. 15.2 Establishing the Centerline of the X-Bar Chart
4. 15.3 Setting the UCL and LCL
5. 15.4 Summary
6. Quiz
7. Templates
1. Video Overview
2. 16.1 Establishing the Center Line
3. 16.2 Setting the UCL and LCL
4. 16.3 Summary
5. Quiz
6. Templates
1. Video Overview
2. 17.1 X-Bar Charts: 12<12<25
3. 17.2 Summary
4. Quiz
5. Templates
1. Video Overview
2. 18.1 Constructing the S-Chart
3. 18.2 Summary
4. Quiz
5. Templates
6. Table for Control Chart Constants
1. Video Overview
2. 19.1 X-Bar Charts, N>25
3. 19.2 S-Charts, N>25
4. 19.3 Summary
5. Quiz
6. Templates
1. Video Overview
2. 20.1 P-Charts
3. 20.2 Summary
4. Quiz
5. Templates
1. Video Overview
2. 21.1 I-MR Chart
3. 21.2 Summary
4. Quiz
1. Video Overview
2. 22.1 Defects and Defective Items
3. 22.2 Concept of the U-Chart
4. 22.3 Designing the U-Chart
5. 22.4 Summary
6. Quiz
1. Video Overview
2. 23.1 NP Charts
3. 23.2 c-Charts
4. 23.3 CUMSUM Charts
5. 23.4 EWMA Charts
6. 23.5 Summary
7. Quiz
1. Video Overview
2. 24.1 Customer Expectations
3. 24.2 Tauchi Loss Function
4. 24.3 Process Capability and Stability
5. 24.4 Summary
6. Quiz
7. Templates
1. Video Overview
2. 25.1 Failure Mode and Effects Analysis
3. 25.2 Poka-Yoke
4. 25.3 Elements of Control and Response Plan
5. 25.4 PillPak Inc.
6. 25.5 Summary
7. Quiz
8. Templates
1. Video Overview
2. 26.1 From Sample to Population
3. 26.2 Constructing the Confidence Interval for Means
4. 26.3 Sample Sizes
5. 26.4 Constructing the Confidence Interval for Proportions
6. 26.5 Summary
7. Quiz
1. Video Overview
2. 27.1 The Basics of Hypothesis Testing
3. 27.2 One Sample t Test
4. 27.3 Two Sample t Test
5. 27.4 Anova
6. 27.5 Contingency Tables and the Chi Square Distribution
7. 27.6 Pfizer
8. 27.7 Summary
9. Quiz
10. Calculators
11. YouTube Video on P-Value
1. Video Overview
2. 28.1 Assumptions
3. 28.2 One Sample Sign
4. 28.3 Mann Whitney Test
5. 28.4 Kruskal-Wallis Test
6. 28.5 Chi-Square
7. 28.6 Friedman Test
8. 28.7 Summary
9. Quiz
10. Calculators
1. Video Overview
2. 29.1 Understanding the Relationship Between Variables
3. 29.2 The Regression Line
4. 29.3 Significance
5. 29.4 Summary
6. Quiz
1. Video Overview
2. 30.1 Multiple Regression
3. 30.2 Significance
4. 30.3 Residuals and Data Transformation
5. 30.4 Multicollinearity
6. 30.5 Prediction Intervals
7. 30.6 Summary
8. Quiz
1. Video Overview
2. 31.1 Experimental Objectives
3. 31.2 Factors Processes and Responses
4. 31.3 One Factor at a Time OFAT
5. 31.4 Full Factorial Design
6. 31.5 Evaluating the Results from a Full Factorial Design
7. 31.6 Interaction
8. 31.7 Another Example
9. 31.8 Randomization, Replication, Blocking and Experimental Resolution
10. 31.9 Summary
11. Quiz
1. Directions
2. Universal Insurance
3. Templates
4. Template Solutions

About this course

Free
237 lessons
2 hours of video content

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Lean Six Sigma Black Belt: Full Course

Course curriculum

1 Management of Six Sigma

2 Lean Organizations

3 Basics of Lean Six Sigma

4 Lean Six Sigma Cycle: DMAIC

5 Building the Project Charter

6 Process Design and Improvement

7 Charting

8 Descriptive Statistics

9 Probability Distributions

10 Process Variation

11 Six Sigma Process

12 Sampling and Process Control

13 Control Charts and Sampling Strategy

14 Selecting the Appropriate Control Chart

15 X-Bar Charts, N<12

16 R-Charts, N<12

17 X-Bar Charts: 12<12<25

18 S-Charts, 12

19 X-Bar and S-Charts, N>25

20 P-Charts

21 I-MR Charts

22 U-Charts

23 NP, CumSum and EWMA Charts

24 Customer Expectations: LSL and USL

25 Anticipating Problems and Risk Mitigation

26 Confidence Interval Estimation

27 Hypothesis Testing

28 Non Parametric Hypothesis Tests

29 Simple Linear Regression

30 Multiple Regression

31 Design of Experiments

Project

About this course

Discover your potential, starting today