Six Sigma Black Belt Statistics Using Minitab

Learn Basics and Confidently Apply Six Sigma Statistical Concepts To Your Next Black Belt Projects Using Minitab 17
4.3 (41 ratings)
Instead of using a simple lifetime average, Udemy calculates a
course's star rating by considering a number of different factors
such as the number of ratings, the age of ratings, and the
likelihood of fraudulent ratings.
348 students enrolled
$19
$145
87% off
Take This Course
  • Lectures 91
  • Length 11 hours
  • Skill Level All Levels
  • Languages English
  • Includes Lifetime access
    30 day money back guarantee!
    Available on iOS and Android
    Certificate of Completion
Wishlisted Wishlist

How taking a course works

Discover

Find online courses made by experts from around the world.

Learn

Take your courses with you and learn anywhere, anytime.

Master

Learn and practice real-world skills and achieve your goals.

About This Course

Published 2/2016 English

Course Description

Here is a summary of topics covered in this course.

  • Learn Statistics in plain and simple terms from basics to the advanced concepts.
  • Learn to perform statistical analysis using Minitab 17 software for your Six Sigma Black Belt projects
  • A wide range of topics covered starting from the basics to advance topics such as Measurement System Analysis (MSA), Gage R&R, Hypothesis Testing, ANOVA and Design of Experiments.

Key Features:

  • No need to pay $500 - $2,000.
  • No need to take days off from your work.
  • Certificate of Completion provided.
  • Satisfaction Guaranteed. Get your money back in 30 days if you are not satisfied.

This course is prepared based on my 30 years of practical experience in Quality Management.

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


What are the requirements?

  • 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 donload 30 days trial version of this software from Minitab.com

What am I going to get from this course?

  • 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.

What is the target audience?

  • Quality Managers
  • Supervisors, Managers and professionals who want to implement Six Sigma process within an organization.
  • Business Managers who want to understand what numbers are telling
  • Six Sigma Black Belts
  • Six Sigma Green Belts

What you get with this course?

Not for you? No problem.
30 day money back guarantee.

Forever yours.
Lifetime access.

Learn on the go.
Desktop, iOS and Android.

Get rewarded.
Certificate of completion.

Curriculum

Section 1: Welcome and Introduction
Welcome to the course
Preview
04:16
Download your free copy of Minitab 17
02:26
Section 2: Statistics Basics
Descriptive and Inferential Statistics
04:06
Section 3: Minitab 17 Basics
Section Introduction - Minitab Basics
Preview
02:25
Minitab 17 Introduction
07:19
Minitab 17 Data Types
Preview
04:40
Minitab 17 Row Statistics
06:51
Minitab 17 Column Statistics
04:19
Minitab 17 Ranking and Sorting Data
Preview
07:03
Quiz - Minitab Basics
7 questions
Section 4: Minitab 17 Graphs
Section Introduction - Graphs
Preview
01:06
Box Plot
Preview
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
Section 5: Descriptive Statistics Using Minitab
Section Introduction - Descriptive Statistics
Preview
02:06
Descriptive Statistics
07:15
Descriptive Statistics and Histogram Using Minitab
07:17
Quiz - Descriptive Statistics and Histogram
6 questions
Section 6: Probability - Understanding the basic concepts
Section Introduction - Probability
Preview
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
5 questions

Test your basic understanding of probability by taking this quiz.

Section 7: Probability Distributions
Section Introduction - Probability Distributions
Preview
01:04
Continuous vs Discrete Variables
03:04
Continuous vs Discrete Probability Distributions
07:09
Understanding Normal Distribution
14:32
Normality Test in Minitab
Preview
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
Section 8: Process Capability
Section Introduction - Process Capability
Preview
02:16
Process Capability Explained
09:14
Process performance indices
07:36
Calculating Process Capability Using Minitab
17:09
Quiz - Process Capability
3 questions
Section 9: Measurement System Analysis
Section Introduction - Measurement System Analysis
Preview
02:27
Measurement System Analysis - Introduction
Preview
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
Section 10: Correlation Regression
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
Section 11: Control Charts
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
Section 12: Hypothesis Testing
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 Testing - Types of Errors
13:59
Conducting a Z Test
07:48

Students Who Viewed This Course Also Viewed

  • Loading
  • Loading
  • Loading

Instructor Biography

Sandeep Kumar ­, Best Selling Udemy Instructor - ISO 9001/Six Sigma/Quality

PMP, IRCA Registered Lead Auditor, ASQ - CSSBB, CQA, CQE, CMQ/OE, CIA

Sandeep Kumar has around 30 years of Project Quality Management (Engineering, Procurement and Construction) experience in power, oil/ gas, and mining industry. He has worked as Quality Manager on a number of projects including Power, Oil and Gas and Infrastructure projects.

Currently, he is working as Project Quality Manager on multiple projects in Alberta, Canada.

His areas of specializations include Quality Assurance, ISO 9001:2008, ISO 9001:2015, Six Sigma, QMS Audits, Supplier Quality Surveillance, Supplier Pre-qualification, Construction Quality, Welding, NDT, Mechanical Inspection and Quality Training.

Also, he is interested in the use of technology for training and knowledge sharing. He has authored and presented a number of Quality Management courses for organizations he has worked for.

Professional Qualifications:

His professional qualification/certifications include: IRCA registered Lead Auditor (QMS), ASQ-CSSBB, Certified Six Sigma Black Belt (CSSBB), ASQ-CSSGB, Certified Six Sigma Black Belt (CSSBB), ASQ-Certified Quality Auditor (CQA), ASQ-Certified Quality Engineer (CQE) and ASQ-Certified Manager of Quality/Organizational Excellence (CMQ/OE), Certified Project Management Professional (PMP) and Certified Internal Auditor - IIA (CIA).

 

Ready to start learning?
Take This Course