Lean Six Sigma Masterclass

About Lean Six Sigma Masterclass

Module Content

Lean Six Sigma - 01 - Foundations

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This lesson introduces you to Lean 6 Sigma and it's powerful benefits.

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An overview of the Lean 6 Sigma Master Series

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What is Six Sigma? Part 2

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The Six Sigma Breakthrough Equation

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The Accuracy of Six Sigma

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Six Sigma Principles, and Improvements

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Six Sigma Benefits

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Lean Fundamentals

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Combining Lean and Six Sigma

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Lean Six Sigma Principles

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Customer Specification and Defects - Part 1

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Customer Specification and Defects - Part 2

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Yield and Product Acceptance

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Cycle Time and Takt Time

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Variation and Six Sigma Calculation

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Approaches to using Lean Six Sigma

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Lean Six Sigma Quality Culture

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DMAIC and Project Selection

Lean Six Sigma - 02 - Define Phase

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The Lean Six Sigma DMAIC Define Phase Overview

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The DMAIC Define Phase Checklist

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The DMAIC Define Phase Process Mapping Tools

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The DMAIC Define Phase More Process Mapping Tools

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The DMAIC Define Phase Project Charter

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The DMAIC Define Phase Project Charter Part 2

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The DMAIC Define Phase Project Charter Part 3

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The DMAIC Define Phase SIPOC Model

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The DMAIC Define Phase Voice of the Customer

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The DMAIC Define Phase Voice of the Customer Part 2

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The DMAIC Define Phase Critical to Quality

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The DMAIC Define Phase Pareto Chart

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The DMAIC Define Phase KANO Model

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The DMAIC Define Phase Customer Satisfaction and Loyalty

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The DMAIC Define Phase Affinity Diagram

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The DMAIC Define Phase 5s System

Lean Six Sigma - 03 - Measure Phase

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Failure Mode and Effects Analysis

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Statistical Terms

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Statistical Modeling

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Process Flows and Value Stream Maps

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Process Flows and Value Stream Maps 2

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Data Types

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Standard Deviation and TAKT Time

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Measurement System Analysis

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Measurement System Analysis 2

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Types of Measurement Scales

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Data Sample Size

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Data Sampling Approaches

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Data Sampling Approaches 2

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Measuring Distribution

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Data Sampling - Precision and Confidence

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Continuous Data Sampling

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Discrete Data Sampling

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Data Collection Plan 1

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Data Collection Plan 2

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Business Statistics and Histograms

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Probability Distribution and Central Tendency

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Measures of Dispersion

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Measures of Distribution

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Measures of Distribution 2

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Confidence Levels

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Box Plots (Whisker Plots)

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Stem and Leaf Plots

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Detecting Patterns

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Assessing Process Capability

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Statistical Process Control

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Process Centering

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Long Term Process Capability

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The Z Transformation

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Bonus Module - Using Z Tables and Z Scores

Lean Six Sigma - 04 - Analyse Phase

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Introduction to the Lean6Sigma Analyse Phase

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Analyse Phase Exam Syllabus

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Statistical versus Practical Significance

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Degrees of Freedom

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Hypothesis Example and Approach

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Hypothesis Test Types I

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Hypothesis Test Types II

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Significance Level (Alpha)

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Test Statistics

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Critical Values

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Hypothesis Testing

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Z Test and Critical Value

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Hypothesis Test Sequence Steps

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Null Hypothesis Risks, Power, and Errors

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T Test and Distribution I

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T Test and Distribution II

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Chi Square Tests

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Chi Squared Table

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Hypothesis Testing Examples

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Statistical Hypothesis

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T-distribution Tests

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Sample T Tests

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Paired T Test

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F-Statistic

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Test Applications

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Two-Proportions

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Scatter Diagrams and Regression Analysis

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Regression Analysis

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Analysis Technique

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ERSC Approach

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Control Impact Analysis

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Process Mapping and Box Plots

Lean Six Sigma - 05 - Improve Phase

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Welcome to the Lean Six Sigma Improve Phase

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Idea Screening Tools Second Pass

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Design Of Experiments (DOE)

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Management of Risk

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Reactive Risk Management

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Risk Prevention Tool - Failure Modes and Effects Analysis (FMEA)

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Risk Prevention Tool - Severity Rating Scale

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Risk Prevention Tool - FMEA Template

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Design FMEA (DFMEA)

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Lean Concepts and Tools

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SMED and Poka-Yoke

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Final Four Important Techniques

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Bonus Content - Partial/Fractional Factorial Design + Handbook PDF

Lean Six Sigma - 06 - Control Phase

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In this introductory lesson, you will get an overview of what you will be learning in the sixth and final module of the Lean Six Sigma Masters Series.

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Statistical Process Control (SPC) Part I

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Statistical Process Control (SPC) Part II

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Control Chart Limits

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Continuous Control Charts

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Individual and Moving Range (I-MR)

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Event Probabilities

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More Charts

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CUMSUM/CUSUM

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Process Control Plan I

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Process Control Plan II

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Closing DMAIC

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Here, you will find all of the resources for the Lean Six Sigma Masters series.

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