List of All Videos by Section

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Master List of All StatStuff Training Videos by Section

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SECTION 1: Introduction A general overview of Lean and Six Sigma concepts including some generic tools that can be used for finding, prioritizing, and managing Lean and Six Sigma projects and initiatives.
	1. StatStuff Orientation (What is StatStuff?)
	2. Introduction to Lean and Six Sigma
	3. Lean and Six Sigma Project Methodologies
	4. Corporate CTQ Drilldown
	5. Project Financial Benefits
	6. Prioritization Using a QFD Tool
	7. Project Pre-Assessment Using a Min/Max Analysis
	8. Key Roles in a Lean or Six Sigma Project
	9. Developing a Project Strategy Using IPO-FAT Tool
	10. Building a Project Storyboard
	11. Analysis of Behavior & Cognition (ABC) Model
	12. Change Acceleration Process (CAP) Model
SECTION 2: Lean Tools and Concepts A mix of the most common Lean tools and concepts that are more specifically applied for improving process efficiencies.
	1. Introduction to Lean
	2. System Flow Methods
	3. Kanban Systems
	4. Value Added
	5. 7 Deadly Wastes
	6. 5S Program
	7. Work in Process (WIP)
	8. Poka Yoke
	9. Spaghetti Diagram
	10. First Time Yield (FTY) and Rolled Throughput Yield (RTY)
	11. Takt Time
	12. Value Stream Maps (VSM)
	13. Adapting Lean to Six Sigma DMAIC Flow
	14. Leading a Lean Workout (Kaizen Event)
SECTION 3: Six Sigma Overview A general overview of tools and concepts that apply to Six Sigma projects, especially those using the DMAIC methodology.
	1. Problem Resolution using DMAIC
	2. Risk Analysis: The Reason We Use Statistics
	3. Overview of Statistical Terms and Concepts
	4. Transfer Function
	5. The DMAIC Roadmap (Levels 1 & 2)
SECTION 4: Six Sigma Define Phase Tools and Concepts The most common tools and concepts that pertain to the Define phase of the DMAIC methodology of Six Sigma which is intended to help us understand the problem we're trying to solve.
	1. Define Phase Roadmap (Level 3)
	2. Building a Problem Statement
	3. Defining a Project Scope
	4. Building a Project Team
	5. Building a SIPOC
	6. Building a Process Map
	7. Compiling Operational Definitions
	8. Setting Project Milestones
	9. Building a Project Charter
SECTION 5: Six Sigma Measure Phase Tools and Concepts The most common tools and concepts that pertain to the Measure phase of the DMAIC methodology of Six Sigma which is intended to help us ensure we're gathering reliable data for the problem we're trying to solve.
	1. Measure Phase Roadmap (Level 3)
	2. The Necessity of the Measure Phase
	3. Different Sources of Data
	4. Data Configuration for Analysis
	5. Advanced Excel Features
	6. Population vs. Sample Data
	7. Data Types
	8. Distributions: Overview
	9. Distributions: Normal
	10. Distributions: Non-Normal
	11. Central Tendency
	12. Spread
	13. Comparing Distributions and Using the Graphical Summary
	14. Variation Causes (Common vs. Special)
	15. Statistical Process Control (SPC)
	16. Testing for Special Cause Variation
	17. Variation Over Time (Short/Long Term Data)
	18. Rational Sub-Grouping
	19. Calculating a Sample Size
	20. Defining the Project Y
	21. Defining the VOC and Defects
	22. Identify Root Causes – DCP Overview
	23. Identify Root Causes – C&E Diagram
	24. Identify Root Causes – 5 Whys
	25. Identify Root Causes – Combining the C&E Diagram and 5 Whys
	26. Identify Root Causes – C&E Matrix
	27. Identify Root Causes – Building the DCP
	28. MSA – Overview
	29. MSA – Planning & Conducting the MSA
	30. MSA – Attribute ARR Test
	31. MSA – Gage R&R Test
	32. MSA – Improving the Measurement System
SECTION 6: Six Sigma Analyze Phase Tools and Concepts The most common tools and concepts that pertain to the Analyze phase of the DMAIC methodology of Six Sigma which is intended to help us apply analytical tests on the collected data for finding the root cause of the problem we're trying to solve.
	1. Analyze Phase Roadmap (Level 3)
	2. Descriptive Statistics
	3. Process Capability: Overview
	4. Process Capability: Steps 1 to 3
	5. Process Capability: Step 4 (Normal Distributions)
	6. Process Capability: Step 5 (Non-Normal Distributions)
	7. Process Capability: Step 6 (Binomial)
	8. Defining Performance Objectives
	9. Hypothesis Testing: Overview
	10. Hypothesis Testing: Formal and Informal Sub-Processes
	11. Hypothesis Testing: Statistical Laws and Confidence Intervals
	12. Hypothesis Testing: Finding the Right Statistical Test
	13. Hypothesis Testing: Proportions (Compare 1:Standard)
	14. Hypothesis Testing: Proportions (Compare 1:1)
	15. Hypothesis Testing: Proportions (Compare 2+ Factors)
	16. Hypothesis Testing: Central Tendency – Normal (Compare 1:Standard)
	17. Hypothesis Testing: Central Tendency – Normal (Compare 1:1)
	18. Hypothesis Testing: Central Tendency – Normal (Compare 2+ Factors)
	19. Hypothesis Testing: Central Tendency – Non-Normal (Nonparametric Overview)
	20. Hypothesis Testing: Central Tendency – Non-Normal (Compare 1:Standard)
	21. Hypothesis Testing: Central Tendency – Non-Normal (Compare 1:1)
	22. Hypothesis Testing: Central Tendency – Non-Normal (Compare 2+ Factors)
	23. Hypothesis Testing: Spread (Compare 1:Standard)
	24. Hypothesis Testing: Spread (Compare 1:1)
	25. Hypothesis Testing: Spread (Compare 2+ Factors)
	26. Hypothesis Testing: Relationships (Overview)
	27. Hypothesis Testing: Relationships (Compare 1:1)
	28. Hypothesis Testing: Relationships (Compare 2+ Factors)
SECTION 7: Six Sigma Improve Phase Tools and Concepts The most common tools and concepts that pertain to the Improve phase of the DMAIC methodology of Six Sigma which is intended to help us find and pilot what improvements will fix the root cause of the problem we're trying to solve.
	1. Improve Phase Roadmap (Level 3)
	2. Compiling Analysis Results
	3. Testing for Multicollinearity
	4. Brainstorm & Prioritize Solutions with a Workout
	5. Brainstorm Solutions with an Affinity Diagram
	6. Prioritize Solutions with an Impact Matrix
	7. Risk Assessment with a FMEA Tool
	8. Piloting Solutions: The Process
	9. Piloting Solutions: Build the Pilot Plan
SECTION 8: Six Sigma Control Phase Tools and Concepts The most common tools and concepts that pertain to the Control phase of the DMAIC methodology of Six Sigma which is intended to help us sustain the improvements that fixed the root cause of the problem we're trying to solve.
	1. Control Phase Roadmap (Level 3)
	2. Building a Scorecard
	3. Control Charts: Finding the Right Control Chart
	4. Control Charts: I-MR Chart
	5. Control Charts: Xbar-S Chart
	6. Control Charts: P Chart
	7. Control Charts: U Chart
	8. Control Charts: Recalculating Control Limits
	9. Building a Control Plan
	10. Documenting a New Process with SOPs
	11. Closing a Project
	12. Getting Feedback with a Plus/Delta Tool

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Master List of All StatStuff Training Videos by Section

SECTION 1: Introduction

SECTION 2: Lean Tools and Concepts

SECTION 3: Six Sigma Overview

SECTION 4: Six Sigma Define Phase Tools and Concepts

SECTION 5: Six Sigma Measure Phase Tools and Concepts

SECTION 6: Six Sigma Analyze Phase Tools and Concepts

SECTION 7: Six Sigma Improve Phase Tools and Concepts

SECTION 8: Six Sigma Control Phase Tools and Concepts

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