Mô tả

By completing this course, you will have a solid understanding of the most commonly used statistical concepts in Six Sigma, and you will also be able to apply those using Minitab software.

The course is not limited to Minitab software. It first explains the statistical concept and then shows how to implement it using Minitab.

Why this course?

  • Start your Six Sigma learning with an experienced instructor having 35 years of practical experience in implementing Quality Management and Continuous Performance Improvement.


Here is a summary of the topics covered in this course.

  • Learn statistics in plain and simple terms, from basics to advanced concepts.

  • Learn to perform statistical analysis using Minitab 17 software for your Six Sigma Green / Black Belt projects.

  • A wide range of topics is covered, starting from the basics to advanced topics such as Measurement System Analysis (MSA), Gage R&R, Hypothesis Testing, ANOVA and Design of Experiments.


You will learn the statistical analysis for your Six Sigma projects using Minitab 17 through short and easy-to-understand video lessons and quizzes. A discussion forum on the right side of this course would be used to discuss specific problems and issues.

Even though Minitab software has been updated a few times since the release of this course, the concepts explained here can still be applied in the latest version of Minitab.


What are other students saying about this course?

  • Easy to understand and hands-on exercises. (5 stars by Forest SL Zhang)

  • I highly recommend it if you want to improve your analysis skill on Minitab 17. Probably is the most complete course about it on Udemy.  (5 stars by Marcos de Morais Silva)

  • This helped me to get my statistics concepts cleared from the basics! Also, This assisted me to learn various concepts related to MINITAB software.  (5 stars by Vishwesh Kumar Jha)

  • I'd recommend this course to anybody aspiring for Lean Six Sigma Green Belt or Black Belt. (5 stars by Matt Rold)

  • Steady Paced & Interactive Course Content. (5 stars by Shashank Dubey)


What are you waiting for?

This course comes with Udemy's 30 days money-back guarantee. If you are not satisfied with the course, get your money back.

I hope to see you in the course.



Bạn sẽ học được gì

Will be able to understand the statistical concepts from basic up to Six Sigma Black Belt level.

Will able to use Minitab 17 for conducting the advanced level of statistical analysis

Will help you in understanding statistics to pass certification exams such as ASQ-CQA, CQE, SSGB, SSBB and many more.

Will be able to perform complex statistical analysis.

Yêu cầu

  • Willingness to learn
  • A part of this course on the use of Minitab 17. You will need to have the software to practice. Please note that you can download 30 days trial version of this software from Minitab website

Nội dung khoá học

14 sections

Welcome and Introduction

2 lectures
Welcome to the course
04:16
Download your free copy of Minitab 17
02:26

Statistics Basics

1 lectures
Descriptive and Inferential Statistics
04:06

Minitab 17 Basics

7 lectures
Section Introduction - Minitab Basics
02:25
Minitab 17 Introduction
07:19
Minitab 17 Data Types
04:40
Minitab 17 Row Statistics
06:51
Minitab 17 Column Statistics
04:19
Minitab 17 Ranking and Sorting Data
07:03
Quiz - Minitab Basics
6 questions

Minitab 17 Graphs

8 lectures
Section Introduction - Graphs
01:06
Box Plot
08:41
Pareto Chart
11:28
Individual Value Plot
04:52
Bar Chart
07:14
Pie Chart
07:32
Graphical Analysis Assistant
04:56
Quiz - Graphs
6 questions

Descriptive Statistics Using Minitab

4 lectures
Section Introduction - Descriptive Statistics
02:06
Descriptive Statistics
07:15
Descriptive Statistics and Histogram Using Minitab
07:17
Quiz - Descriptive Statistics and Histogram
6 questions

Probability - Understanding the basic concepts

11 lectures
Section Introduction - Probability
01:28
Why to learn about probability?
06:55
Defining probability
07:24
Probability related terms
04:01
Union and intersections
06:23
Mutually Exclusive, Independent and Complementary Events
06:31
Marginal, Union and Joint Probabilities
04:15
Addition laws
04:59
Multiplication laws
09:10
Permutations and Combinations
12:19
Quiz - Probability Basic Concepts
5 questions

Probability Distributions

11 lectures
Section Introduction - Probability Distributions
01:04
Continuous vs Discrete Variables
03:04
Continuous vs Discrete Probability Distributions
07:09
Understanding Normal Distribution
14:32
Normality Test in Minitab
05:29
Normal Distribution examples using Minitab
06:17
Understanding Binomial Distribution
16:13
Binomial Distribution Using Minitab
09:40
Understanding Poisson Distribution
05:37
Poisson Distribution Using Minitab
07:29
Quiz - Probability Distributions
8 questions

Process Capability

6 lectures
Section Introduction - Process Capability
02:16
Process Capability Explained
09:14
Calculating Process Capability
17:09
Process performance indices
07:36
Calculating Process Capability Using Minitab
05:21
Quiz - Process Capability
3 questions

Measurement System Analysis

12 lectures
Section Introduction - Measurement System Analysis
02:27
Measurement System Analysis - Introduction
05:37
Measurement System Analysis - Resolution
03:22
Accuracy vs Precision
02:14
Accuracy vs Precision - Graphically Explained
04:10
Accuracy - Bias, Linearity and Stability
06:04
Precision - Repeatability and Reproducibility
04:11
Why to do a Gage R&R Study?
06:28
Crossed vs Nested Gage R&R Study
02:20
Gage R&R Study Using Minitab
10:58
Gage R&R Study Using Minitab - X bar R Method
08:38
Quiz - Measurement System Analysis
6 questions

Correlation Regression

9 lectures
Section Introduction - Correlation Regression
02:15
Correlation Regression Explained
06:59
Drawing a Scatter Diagram
04:11
Drawing a Scatter Diagram Using Minitab
05:28
Calculating Correlation Cooefficient
19:24
Calculating Correlation Cooefficient Using Minitab
03:02
Regression Equation
14:19
Regression Equation Using Minitab
05:24
Quiz - Correlation Regression
5 questions

Control Charts

12 lectures
Section Introduction - Control Charts
02:50
Types of Control Charts
14:39
X Bar R Chart
13:28
p, np, c and u Control Charts
06:53
Control Charts - Interpreting Special Causes
06:35
X Bar R Chart - Using Minitab
13:51
X Bar s Chart - Using Minitab
06:22
np Chart - Using Minitab
09:30
p Chart - Using Minitab
06:40
c Chart - Using Minitab
05:22
u Chart - Using Minitab
05:04
Quiz - Control Charts
8 questions

Hypothesis Testing

13 lectures
Section Introduction - Hypothesis Testing
03:56
Hypothesis Testing Introduction
03:34
Hypothesis Testing - Null and Alternate Hypothesis
12:57
Hypothesis Testing - Level of Confidence and Significance
06:20
Hypothesis Tests - Type I and Type II Errors
15:39
Hypothesis Testing - Types of Errors
13:59
Conducting a Z Test
07:48
Conducting a Z Test Using Minitab
06:44
Conducting a t-Test
15:54
Conducting a t-Test Using Minitab
06:11
One More Example of One Sample t Test Using Minitab
06:03
Conducting Two Sample t-Test Using Minitab
14:50
Quiz - Hypothesis Testing
4 questions

ANOVA and Design of Experiments

7 lectures
Section Introduction - ANOVA and DoE
01:54
ANOVA
29:49
Conducting ANOVA test using Minitab
10:27
Design of Experiments
19:49
Analyzing a 2 Factor 2 Level Experiment in Minitab
07:39
Analyzing a 3 Factor 2 Level Experiment in Minitab
09:12
Quiz - ANOVA and Design of Experiments
11 questions

End of Course

2 lectures
Thanks
01:28
BONUS LECTURE
01:07

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