Six Sigma Green Belt – SKILLEXO by Stat Modeller

About Course

Six Sigma is a disciplined and structured approach to solving problems. It is not only limited to a specific sector but it can be applicable everywhere whether it is a manufacturing setup, or it is a service sector, or it may be a process industry.

All our videos are recordings of our live training. We have intentionally kept discussions with participants in the videos to give you a feeling of the live training session.

This program is designed for,

Aspirants who want to enhance their career and get a pay hike
Professionals like in Production, Quality, Logistics, Marketing, Finance, R & D and other function
Students and Beginners

Benefits

Experienced Faculty
Practical examples
Free e-books
Templates for the tools

Understanding Six Sigma as a methodology
Creating a project charter for your project
Preparing SIPOC
Collecting data from the process
Checking process stability using control charts
Calculating the process capability of your process
Finding the root causes of the problem
Performing FMEA
Performing correlation and regression analysis
Validating causes
Identifying solutions using creative techniques
Prioritizing the solutions
Making a solution implementation plan
Creating process management plan and control plan
Implementing mistake-proofing solutions
Making periodic audit plan
Project sign off and handing over

Course Content

Overview of Six Sigma
Here in this section, we are going to learn following things, Quality and Six Sigma What is Sigma What is Six Sigma History of Quality History of Six Sigma Need to implement Six Sigma in Organization Project Identification

Welcome to the Course and Resources
Company Profile

08:00
Course Content

08:44
Quality and Six Sigma

05:43
What is Six Sigma

03:20
Variation and Six Sigma

05:45
Example of Six Sigma

12:51
Definition of Six Sigma

07:04
Applicability of Six Sigma

02:36
History of Six Sigma

06:41
Benefits and Myths about Six Sigma

01:22
Current Leadership Challenges

05:17
COPQ

07:59
Sporadic vs Chronic Problem

02:52
Phases of Six Sigma

12:50
Roadmap of Six Sigma

02:57
Project Identification

05:31
Project Qualification

03:00
Linking Organizational Goals with Six Sigma

08:22
Project Prioritization

05:31
Quiz on the Overview of Six Sigma

Define Phase
Here in this section, we are going to learn following things, Project Charter SIPOC VOC (Voice of Customer) CTQ (Critical to Quality) Kano Model Define Phase Tollgate Review

Overview of Define Phase

00:50
SIPOC

13:43
Introduction to Project Charter

04:11
Problem Statement and Goal Statement

07:01
Project Scoping

02:26
Defect and Metrics

04:36
Customer and Financial Impact

07:43
Team Structure and Roles

06:49
Timeline

01:50
Project Charter Example

08:28
VOC

08:35
CTQ

06:23
Kano Model

14:10
Define Phase Tollgate Review

01:17
Quiz for Define Phase

Measure Phase
Here in this section, we are going to learn following things, Process Mapping Data, Data Types, Data Collection Plan and Data Collection Tools Basic Statistics Overview of MSA (Gauge R & R) Control Charts Process Capability Yield - FTY and RTY Sigma Level Calculation Graphical tools (Histogram, Pareto Chart, Boxplot, Bar Chart, Pie Chart etc...) Measure Phase Tollgate Review

Minitab Software Instruction
Process Mapping

06:55
Types of Process Mapping

01:18
Detailed Process Mapping

02:28
High Level Process Mapping

01:11
Swimlane Diagram

03:30
Spaghetti Diagram

03:45
Data and its Types

14:25
Data Types Vs. Statistics

02:17
Data Collection Plan

06:06
Data Collection Tools

08:15
Summary Statistics

05:55
Measurement of Central Tendency

13:04
Measurement of Dispersion

10:44
Recap

07:34
Introduction to Minitab

12:37
Minitab Project and Minitab Worksheet

05:45
Menus of Minitab

15:24
Descriptive Statistics using Minitab

10:44
Overview of MSA

09:56
Components of MSA

07:31
Benefits of MSA

01:24
Example of MSA

09:05
Acceptable Score for MSA

02:51
Introduction to Control Charts

09:22
Normal Distribution

06:11
Defect Vs. Defective

03:11
Control Chart Selection Guideline

10:47
Rules for Control Charts

06:38
I-MR Chart

16:53
X-bar R Chart

09:20
X-bar S Chart

00:46
P Chart

06:10
NP Chart

05:24
C Chart and U Chart

01:45
Process Capability

09:03
Understanding CP

06:42
Understanding CPK

08:38
Sigma Level vs. CP/CPK

01:01
Example of Process Capability

06:59
Recap

04:48
DPMO and Sigma Level

10:03
Exercise of DPMO and Sigma Level

05:41
Yield FTY and RTY

07:41
Bar Chart and Cluster Bar Chart intuition

05:34
Pie Chart Intuition

01:14
Histogram and Boxplot Intuition

03:25
Scatter Plot intuition

02:09
Histogram Revisited

05:05
Boxplot Revisited

06:00
Boxplot vs. Histogram

03:19
Bar chart in Minitab

05:20
Cluster bar chart in Minitab

04:22
Pareto Chart

07:20
Histogram in Minitab

04:35
Boxplot using Minitab

05:40
Measure Phase Tollgate Review

02:57
Quiz on Measure Phase

Analyze Phase
Here in this section, we are going to learn following things, Brainstorming for Cause Identification Cause and Effect Analysis Root Cause Analysis Overview of FMEA Overview of Hypothesis Testing Simple Linear Regression Cause Validation Analyze Phase Tollgate Review

Analyze Phase Overview

00:43
Introduction Brainstorming

04:23
Rules of Brainstorming

03:12
Role of Facilitator

03:51
Types of Brainstorming

02:10
Free-Wheeling Brainstorming

01:52
Slip Method

03:47
Round Robin Method

01:59
Cause and Effect Diagram

06:03
Example and Benefit of C & E Diagram

06:07
Root Cause Analysis

05:30
Examples of Root Cause Analysis

05:38
Overview of FMEA

06:56
Format of FMEA

12:10
Why FMEA

03:55
FMEA Example

05:42
Introduction to Hypothesis Testing

17:05
Type I and Type II Error

10:38
P-Value

03:26
Parametric Test vs. Non-Parametric Test

04:17
Hypothesis Selection Guideline

04:36
Correlation Analysis

11:56
Example of Correlation Analysis

10:26
Benefits of Scatter Plot

02:07
Regression Analysis understanding

07:42
Types of Regression

04:31
Regression Analysis using Minitab

05:17
Cause Validation

13:10
Analyze Phase Tollgate Review

03:12
Quiz on Analyze Phase

Improve Phase
Here in this section, we are going to learn following things, Solution Identification using Creative Techniques Prioritization and Selection of Solution Cost-Benefit and Risk Analysis Piloting Full-Scale Implementation

Improve Phase Overview
Improve Phase Overview

02:11
Solutions Identification

06:45
Pros and Cons of Creative Techniques

11:10
Prioritization and Selection of Solution

07:52
Cost Benefit and Risk Analysis

02:50
Piloting

04:47
Full Scale Implementation

04:26
Improve Phase Tollgate Review

01:12
Quiz on Improve Phase

Control Phase
Here in this section, we are going to learn following things, Control Plan & Process Management Plan Control Charts for Monitoring Mistake Proofing Standardization (SOP) Periodic Audits Training Plan Horizontal Deployment Project Closure, Success Celebration

Control Phase
Control Phase Phase Overview Part 1

02:41
Control Phase Phase Overview Part 2

02:13
Process Management Plan

05:01
Control Plan

05:27
Ownership of Ongoing Process

01:52
Control Charts for Monitoring

05:14
Standardization

08:58
Mistake Proofing

12:29
Training Plan

06:30
Periodic Audits

04:01
Before After Comparison

02:13
Project Sign off

01:43
Project Closure

03:26
Control Phase Tollgate Review

01:06
Quiz on Control Phase

About Course

This program is designed for,

Benefits

What Will You Learn?

Course Content

Overview of Six Sigma Here in this section, we are going to learn following things, Quality and Six Sigma What is Sigma What is Six Sigma History of Quality History of Six Sigma Need to implement Six Sigma in Organization Project Identification

Welcome to the Course and Resources

Company Profile

Course Content

Quality and Six Sigma

What is Six Sigma

Variation and Six Sigma

Example of Six Sigma

Definition of Six Sigma

Applicability of Six Sigma

History of Six Sigma

Benefits and Myths about Six Sigma

Current Leadership Challenges

COPQ

Sporadic vs Chronic Problem

Phases of Six Sigma

Roadmap of Six Sigma

Project Identification

Project Qualification

Linking Organizational Goals with Six Sigma

Project Prioritization

Quiz on the Overview of Six Sigma

Define Phase Here in this section, we are going to learn following things, Project Charter SIPOC VOC (Voice of Customer) CTQ (Critical to Quality) Kano Model Define Phase Tollgate Review

Overview of Define Phase

SIPOC

Introduction to Project Charter

Problem Statement and Goal Statement

Project Scoping

Defect and Metrics

Customer and Financial Impact

Team Structure and Roles

Timeline

Project Charter Example

VOC

CTQ

Kano Model

Define Phase Tollgate Review

Quiz for Define Phase

Minitab Software Instruction

Process Mapping

Types of Process Mapping

Detailed Process Mapping

High Level Process Mapping

Swimlane Diagram

Spaghetti Diagram

Data and its Types

Data Types Vs. Statistics

Data Collection Plan

Data Collection Tools

Summary Statistics

Measurement of Central Tendency

Measurement of Dispersion

Recap

Introduction to Minitab

Minitab Project and Minitab Worksheet

Menus of Minitab

Descriptive Statistics using Minitab

Overview of MSA

Components of MSA

Benefits of MSA

Example of MSA

Acceptable Score for MSA

Introduction to Control Charts

Normal Distribution

Defect Vs. Defective

Control Chart Selection Guideline

Rules for Control Charts

I-MR Chart

X-bar R Chart

X-bar S Chart

P Chart

NP Chart

C Chart and U Chart

Process Capability

Understanding CP

Overview of Six Sigma
Here in this section, we are going to learn following things, Quality and Six Sigma What is Sigma What is Six Sigma History of Quality History of Six Sigma Need to implement Six Sigma in Organization Project Identification

Define Phase
Here in this section, we are going to learn following things, Project Charter SIPOC VOC (Voice of Customer) CTQ (Critical to Quality) Kano Model Define Phase Tollgate Review

Analyze Phase
Here in this section, we are going to learn following things, Brainstorming for Cause Identification Cause and Effect Analysis Root Cause Analysis Overview of FMEA Overview of Hypothesis Testing Simple Linear Regression Cause Validation Analyze Phase Tollgate Review

Improve Phase
Here in this section, we are going to learn following things, Solution Identification using Creative Techniques Prioritization and Selection of Solution Cost-Benefit and Risk Analysis Piloting Full-Scale Implementation

Control Phase
Here in this section, we are going to learn following things, Control Plan & Process Management Plan Control Charts for Monitoring Mistake Proofing Standardization (SOP) Periodic Audits Training Plan Horizontal Deployment Project Closure, Success Celebration