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Certified Six Sigma Black Belt Training
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Lean Six Sigma Black Belt - Learning Objectives - Section 1
Fundamentals of Six Sigma and Lean Methodologies (BOK I.A.1)
Lean Six Sigma Maturity Model (ASQ CSSBB BOK I.A.1)
Six Sigma Project Selection (BOK I.A.2)
Relationships among Business Systems and Processes (BOK I.A.3)
Stakeholders Analysis (BOK I.A.3)
Strategic Planning and Deployment for Initiatives (BOK I.A.4)
Strategic Planning Tools (BOK I.A.4)
Leadership - Roles and Responsibilities - Six Sigma Belts (BOK I.B.1)
Organizational Barriers (BOK I.B.2)
Change Management (BOK I.B.2 Part 3)
Change Management Theories (BOK I.B.3)
Section 1 Quiz 1
Section 1 Quiz 1 Answer Explanations
Section 1 Quiz 2
Section 1 Quiz 2 Answer Explanations
Download pdf Handouts - Section 1
Lean Six Sigma Black Belt - Section 2
Impact of Six Sigma Project on Stakeholders (BOK II.A)
Benchmarking (BOK II.B)
Balanced Scorecard (ASQ CSSBB BOK II.C.1)
KPI, KBI and OKR (ASQ CSSBB BOK II.C.1)
Customer Loyality Metrics (BOK II.C.1)
Creating a Line of Sight (BOK II.C.1)
Financial Measures - Part 1 (BOK II.C.2)
Financial Measures - Part 2 (BOK II.C.2)
Section 2 Quiz 1
Section 2 Quiz 1 Answer Explanations
Section 2 Quiz 2
Section 2 Quiz 2 Answer Explanations
Section 2 Quiz 3
Section 2 Quiz 3 Answer Explanations
Download pdf Handouts - Section 2
Lean Six Sigma Black Belt - Learning Objectives - Section 3
Types of Teams and Constraints (BOK III.A.1)
Team Roles and Responsibilities (BOK III.A.2)
Team Member Selection Criteria (BOK III.A.3)
Team Success Factors (BOK III.A.4)
Section 3A Quiz 1
Section 3A Quiz 1 Answer Explanations
Motivational Techniques (BOK III.B.1)
Team Stages of Development (BOK III.B.2)
Team Communications (BOK III.B.3)
Team Leadership Models (BOK III.B.4)
Section 3B Quiz 1
Section 3B Quiz 1 Answer Explanations
Section 3B Quiz 1 Answer Explanations
Group Behaviors - Negative Team Dynamics (BOK III.C.1)
Group Behaviors - Conflict Resolution (BOK III.C.1)
Group Behaviors - Team Interventions (BOK III.C.1)
Meeting Management (BOK III.C.2)
Team Decision-Making Methods (BOK III.C.3)
Team Training (BOK III.D.1)
Team Training - Delivery - Adult Learning (BOK III.D.2)
Team Training - Delivery Modes (BOK III.D.2)
Team Training - Evaluation (BOK III.D.3)
Section 3C and 3D Quiz 1
Section 3C and 3D Quiz 1 Answer Explanations
Section 3 Quiz 1 Case-based
Download pdf Handouts - Section 3
Section 3 Quiz 1 Answer Explanations
Lean Six Sigma Black Belt - Learning Objectives - Section 4
Voice of the Customer (BOK IV.A.1)
Customer Data Collection (BOK IV.A.2)
Customer Requirements - Critical to X (BOK IV.A.3)
Customer Requirements - Quality Function Deployment QFD (BOK IV.A.3)
Customer Requirements - SIPOC (BOK IV.A.3)
Section 4A Quiz 1
Section 4A Quiz 1 Answer Explanations
Customer Requirements - Kano Model (BOK IV.A.3)
Business Case and Project Charter - Part 1 (BOK IV.B)
Business Case and Project Charter - Part 2 (BOK IV.B)
Section 4B Quiz 1
Section 4B Quiz 1 Answer Explanations
Project Managament Tools - Part 1 (BOK IV.C)
Project Managament Tools - Part 2 (BOK IV.C)
Section 4C Quiz 1
Section 4C Quiz 1 Answer Explanations
Analytical Tools - Affinity Diagrams (BOK IV.D.1)
Analytical Tools - Tree Diagrams (BOK IV.D.2)
Analytical Tools - Matrix Diagrams (BOK IV.D.3)
Analytical Tools - Prioritization Matrices (BOK IV.D.4)
Analytical Tools - Activity Network Diagrams (BOK IV.D.5)
ASQ CSSBB 2022 Updates: Analytical Tools - PDPC
ASQ CSSBB 2022 Updates: Analytical Tools - Interrelationship Diagraph
Section 4D Quiz 1
Section 4D Quiz 1 Answer Explanations
Download pdf Handouts - Section 4
Lean Six Sigma Black Belt - Learning Objectives - Section 5
Process Flow Metrics (BOK V.A.1)
Hidden Factories (BOK V.A.1)
Process Analysis Tools - Part 1 (BOK V.A.2)
Process Analysis Tools - Part 2 (BOK V.A.2)
Section 5A Quiz 1
Section 5A Quiz 1 Answer Explanations
Types of Data (BOK V.B.1)
Measurement Scales (BOK V.B.2)
Sampling (BOK V.B.3)
Types of Sampling (BOK V.B.3)
Data Collection Plans and Methods (BOK V.B.4)
Data Collection Plans and Methods - Data Coding (BOK V.B.4)
Data Collection Plans and Methods - Data Integrity (BOK V.B.4)
Section 5B Quiz 1
Section 5B Quiz 1 Answer Explanations
Measurement System Analysis - Introduction (BOK V.C.1)
Measurement System Analysis - Why? (BOK V.C.1)
Measurement System Analysis - Sources of Variation - Part 1 (BOK V.C.1)
Measurement System Analysis - Sources of Variation - Part 2 (BOK V.C.1)
Measurement System Analysis - Precision to Tolerance Ratio (BOK V.C.1)
Gage R&R - Range Method (BOK V.C.1)
Gage R&R - Average and Range Method (BOK V.C.1)
Gage R&R - Minitab Demo of Average and Range Method
Gage R&R - MS Excel Demo of Average and Range Method
Gage R&R - ANOVA Result Interpretation - Part 1 (BOK V.C.1)
Gage R&R - ANOVA Result Interpretation - Part 2 (BOK V.C.1)
Gage R&R - ANOVA Result Interpretation - Part 3 (BOK V.C.1)
Gage R&R - ANOVA Result Interpretation - Part 4 (BOK V.C.1)
Gage R&R - ANOVA Result Interpretation - Part 5 (BOK V.C.1)
Gage R&R - ANOVA Method Calculations (BOK V.C.1)
Gage R&R - Number of Distinct Categories (NDC) (BOK V.C.1)
Gage R&R - Conclusion (BOK V.C.1)
Attribute Agreement Analysis (AAA) - Introduction (BOK V.C.1)
Attribute Agreement Analysis (AAA) - Minitab Demonstration (BOK V.C.1)
AAA - Agreement within Themselves (BOK V.C.1)
AAA - Agreement with Standard (BOK V.C.1)
AAA - Agreement with Each Other (BOK V.C.1)
AAA - All Operators vs. Standard (BOK V.C.1)
AAA - Consistency and Correctness Plots (BOK V.C.1)
AAA - What is Kappa Value? (BOK V.C.1)
AAA - Kendalls Coefficient (BOK V.C.1)
AAA - Kappa and Kendalls Coefficient for Consistency (BOK V.C.1)
AAA - Kappa and Kendalls Coefficient for Correctness (BOK V.C.1)
AAA - Kappa and Kendalls Coefficient - Amongst Themselves (BOK V.C.1)
Measurement systems across the organization (BOK V.C.2)
Metrology (BOK V.C.3)
Section 5C Quiz 1
Section 5C Quiz 1 Answer Explanations
Basic statistical terms (BOK V.D.1)
Central limit theorem (BOK V.D.2)
Descriptive statistics - Measurement of Central Tendency (BOK V.D.3)
Descriptive statistics - Measurement of Dispersion (BOK V.D.3)
Descriptive statistics - Inter-Quartile Range and Box Plot (BOK V.D.3)
Descriptive statistics - Skewness and Kurtosis (BOK V.D.3)
Descriptive Statistics and Box Plot - Using Minitab (BOK V.D.3)
Descriptive statistics - Using a Calculator (BOK V.D.3)
Graphical Methods - Scatter Plots (BOK V.D.4)
Graphical Methods - Histograms (BOK V.D.4)
Graphical Methods - Normal Probability Plot (BOK V.D.4)
Graphical Methods - Frequency Distribution (BOK V.D.4)
Section 5D Quiz 1
Section 5D Quiz 1 Answer Explanations
Valid Statistical Conclusions (BOK V.D.5)
Probability Basic Concepts (BOK V.E.1)
Probability Basic Concepts - Venn Diagrams (BOK V.E.1)
Probability Basic Concepts - Addition and Multiplication Rules (BOK V.E.1)
Probability Basic Concepts - Conditional Probability (BOK V.E.1)
Factorials, Permutations and Combinations (BOK V.E.1)
Factorials, Permutations and Combinations using a Calculator(BOK V.E.1)
Common Distributions (BOK V.E.2)
Binomial Distribution (BOK V.E.2)
Binomial Distribution - Using a Calculator (BOK V.E.2)
Binomial Distribution - Using Minitab (BOK V.E.2)
Binomial Distribution - Mean and Variance Calculation (BOK V.E.2)
Poisson Distribution (BOK V.E.2)
Poisson Distribution - Using a Calculator (BOK V.E.2)
Poisson Distribution - Using Minitab (BOK V.E.2)
PDF vs. PMF (BOK V.E.2)
Probability Distributions - Normal Distribution (BOK V.E.2)
Probability Distributions - Standard Normal Distribution (BOK V.E.2)
Probability Distributions - Normal Distribution - Using a Calculator (BOK V.E.2)
Probability Distributions - Student's t Distribution (BOK V.E.2)
Probability Distributions - Chi Square Distribution (BOK V.E.2)
Probability Distributions - F Distribution (BOK V.E.2)
Probability Distributions - Hypergeometric Distributions (BOK V.E.2)
Probability Distributions - Bivariate Normal Distribution (BOK V.E.2)
Probability Distributions - Exponential Distribution (BOK V.E.2)
Probability Distributions - Log Normal Distribution (BOK V.E.2)
Probability Distributions - Weibull Distribution (BOK V.E.2)
Section 5E Quiz 1
Section 5E Quiz 1 Answer Explanations
Process Capability (BOK V.F)
Process Capability Indices (BOK V.F.1)
Cpm Process Capability Index (BOK V.F)
Process Performance Indices (BOK V.F)
Process Capability - Minitab Example
Process Capability Studies (BOK V.F)
Process Capability for Non-Normal Data (BOK V.F)
Process Capability for Non-Normal Data - Minitab Demo (BOK V.F)
Process Performance vs. Specification (BOK V.F)
Short-term and Long-term Capability (BOK V.F)
Section 5F Quiz 1
Section 5F Quiz 1 Answer Explanations
Download pdf Handouts - Section 5
Lean Six Sigma Black Belt - Learning Objectives - Section 6
Correlation Coefficient - Introduction (BOK VI.A.1)
Correlation Coefficient - Manual Calculation (BOK VI.A.1)
Correlation Coefficient Interval (BOK VI.A.1)
Coefficient of Determination (BOK VI.A.1)
Simple Linear Regression (BOK VI.A.2)
Hypothesis Testing in Regression (BOK VI.A.2)
Regression Analysis using Minitab (BOK VI.A.2)
Prediction and Confidence Intervals (BOK VI.A.2)
Multiple Linear Regression and Multivariate Analysis (BOK VI.A.3)
Section 6A Quiz 1
Section 6A Quiz 1 Answer Explanations
Hypothesis Testing Terminology - Part 1 (BOK VI.B.1)
Hypothesis Testing Terminology - Part 2 (p-Value) (BOK VI.B.1)
Hypothesis Testing Terminology - Part 3 (Type I and II Errors) (BOK VI.B.1)
Statistical vs Practical Significance (BOK VI.B.2)
Sample Sizes for Means and Proportions (BOK VI.B.3)
Point and Interval Estimates ( BOK VI.B.4)
Tolerance Interval (BOK VI.B.4)
Understanding Hypothesis Testing - An Introduction (BOK VI.B.5)
Tests for Mean, Variance and Proportions - Introduction (BOK VI.B.5)
One Sample z Test (BOK VI.B.5)
One Sample z Test - Using a Calculator (BOK VI.B.5)
One Sample z Test - Using Minitab (BOK VI.B.5)
One Sample t Test (BOK VI.B.5)
One Sample t Test - Using Minitab (BOK VI.B.5)
One Proportion (p) Test (BOK VI.B.5)
One Proportion Test - Using Minitab
One Variance Test (BOK VI.B.5)
Two Sample z Test (BOK VI.B.5)
Two Sample t Test (BOK VI.B.5)
Two Sample Paired t Test (BOK VI.B.5)
Two Proportions Test (BOK VI.B.5)
Two Variances Test (BOK VI.B.5)
ANOVA - Introduction (BOK VI.B.6)
ANOVA - Understanding the Calculation (BOK VI.B.6)
ANOVA - Practice Question (BOK VI.B.6)
ANOVA - Using Minitab (BOK VI.B.6)
Goodness of Fit Test (BOK VI.B.7)
Contingency Tables (BOK VI.B.7)
Non-Parametric Tests (Mainly for IASSC LSSBB Exam)
Section 6B Quiz 1
Section 6B Quiz 1 Answer Explanations
Types of Risks
ASQ CSSBB 2022 Updates: 5 Steps of Risk Management (BOK VI.C.1)
Failure Mode and Effect Analysis - FMEA Introduction (BOK VI.C)
Section 6C Quiz 1
Section 6C Quiz 1 Answer Explanations
Gap Analysis (BOK VI.D.1)
Root Cause Analysis (RCA) Introduction (BOK VI.D.2)
Waste Analysis - Muda, Mura and Muri (BOK VI.D.3)
Waste Analysis (BOK VI.D.3)
Section 6D Quiz 1
Section 6D Quiz 1 Answer Explanations
Download pdf Handouts - Section 6
Lean Six Sigma Black Belt - Learning Objectives - Section 7
Design of Experiments (DoE) - Introduction (BOK VII.A.1)
Design of Experiments (DoE) - Terminology (BOK VII.A.1)
Design of Experiments (DoE) - Full Factorial Design (BOK VII.A.6)
Design of Experiments (DoE) - Coding (BOK VII.A.2)
Design of Experiments (DoE) - Power, Replication, Repetition (BOK VII.A.2)
Design of Experiments (DoE) - Randomization, Order and Blocking (BOK VII.A.2)
Design of Experiments (DoE) - Noise factors (BOK VII.A.2)
Design of Experiments (DoE) - Balanced Design (BOK VII.A.2)
Design of Experiments (DoE) - Partial Factorial Designs (DOE VII.A.5)
Design of Experiments (DoE) - Confounding and Resolution (BOK VII.A.5)
Design of Experiments (DoE) - Planning and Conducting Experiments (BOK VII.A.3)
Design of Experiments (DoE) - Stages (BOK VII.A)
Design of Experiments (DoE) - Result Interpretation (BOK VII.A)
Design of Experiments (DoE) - Minitab Demonstration (BOK VII.A)
Design of Experiments (DoE) - One-Factor Experiments (BOK VII.A.4)
Section 7A Quiz 1
Section 7A Quiz 1 Answer Explanations
Tools to Reduce or Eliminate Waste - Pull System (BOK VII.B.1)
Tools to Reduce or Eliminate Waste - Kanban (BOK VII.B.1)
Tools to Reduce or Eliminate Waste - 5 S (BOK VII.B.1)
Tools to Reduce or Eliminate Waste - Standard Work (BOK VII.B.1)
Tools to Reduce or Eliminate Waste - Poka Yoke (BOK VII.B.1)
Tools for Cycle Time Reduction (BOK VII.B.2)
Tools for Cycle Time Reduction - Continuous Flow (BOK VII.B.2)
Tools for Cycle Time Reduction - SMED (BOK VII.B.2)
Tools for Cycle Time Reduction - Heijunka (BOK VII.B.2)
Kaizen (BOK VII.B.3)
Theory of Constraints - Introduction (BOK VII.B.4)
Theory of Constraints - Accounting/ Drum, Buffer and Rope (BOK VII.B.4)
Overall Equipment Effectiveness (OEE) (BOK VII.B.4)
Section 7B Quiz 1
Section 7B Quiz 1 Answer Explanations
Implementation Approaches (BOK VII.C)
Section 7C Quiz 1
Section 7C Quiz 1 Answer Explanations
Download pdf Handouts - Section 7
Lean Six Sigma Black Belt - Learning Objectives - Section 8
Statistical Process Control Objectives + Variable Selection (BOK VIII.A.1 and 2)
Rational Subgrouping (BOK VIII.A.3)
Control Chart Selection (BOK VIII.A.4)
I-MR Chart Explained (BOK VIII.A.4)
I-MR Chart Minitab Demonstration (BOK VIII.A.4)
Xbar-R Chart Explained (BOK VIII.A.4)
Xbar-R Chart Minitab Demonstration (BOK VIII.A.4)
Xbar S Chart Explained (BOK VIII.A.4)
Xbar S Chart Minitab Demonstration (BOK VIII.A.4)
p Control Charts Explained (BOK VIII.A.4)
p Control Charts - Demonstration (BOK VIII.A.4)
np Control Charts (BOK VIII.A.4)
np Control Chart - Demonstration (BOK VIII.A.4)
u Control Charts (BOK VIII.A.4)
u Control Chart - Minitab Demonstration (BOK VIII.A.4)
c Control Charts (BOK VIII.A.4)
c Control Chart - Minitab Demonstration (BOK VIII.A.4)
Control Chart Analysis (BOK VIII.A.5)
Short Run Control Charts (BOK VIII.A.4)
Z-MR Short Run Control Chart - Minitab Demonstration (BOK VIII.A.4)
Time Weighted Control Charts (BOK VIII.A.4)
Moving Average Control Charts (BOK VIII.A.4)
Moving Average Control Chart - Minitab Demonstration (BOK VIII.A.4)
Section 8A Quiz 1
Section 8A Quiz 1 Answer Explanations
Total Productive Maintenance (BOK VIII.B.1)
Visual Controls (BOK VIII.B.2)
Section 8B Quiz 1
Section 8B Quiz 1 Answer Explanations
Measurement System Re-analysis (BOK VIII.C.1)
Control Plan (BOK VIII.C.2)
Section 8C Quiz 1
Section 8C Quiz 1 Answer Explanations
Sustain Improvements - Part 1 - Lessons Learned/Documentation (BOK VIII.D.1)
Sustain Improvements - Part 2 - Training/Ongoing Evaluation (BOK VIII.D.3)
Section 8D Quiz 1
Section 8D Quiz 1 Answer Explanations
Download pdf Handouts - Section 8
Lean Six Sigma Black Belt - Learning Objectives - Section 9 - DFSS
Common DFSS Methodologies (BOK IX.A)
Lean Six Sigma Black Belt - Design for X (BOK IX.B)
Robust Design Introduction (BOK IX.C)
Tolerance Design (BOK IX.C)
Section 9 Quiz 1
Section 9 Quiz 1 Answer Explanations
Download pdf Handouts - Section 9
I. Organization-wide Planning and Deployment
Lean Six Sigma Black Belt - Learning Objectives - Section 1
Preview
Fundamentals of Six Sigma and Lean Methodologies (BOK I.A.1)
Lean Six Sigma Maturity Model (ASQ CSSBB BOK I.A.1)
Six Sigma Project Selection (BOK I.A.2)
Relationships among Business Systems and Processes (BOK I.A.3)
Stakeholders Analysis (BOK I.A.3)
Strategic Planning and Deployment for Initiatives (BOK I.A.4)
Strategic Planning Tools (BOK I.A.4)
Leadership - Roles and Responsibilities - Six Sigma Belts (BOK I.B.1)
Organizational Barriers (BOK I.B.2)
Change Management (BOK I.B.2 Part 3)
Change Management Theories (BOK I.B.3)
Section 1 Quiz 1
Section 1 Quiz 1 Answer Explanations
Preview
Section 1 Quiz 2
Section 1 Quiz 2 Answer Explanations
Download pdf Handouts - Section 1
II. Organizational Process Management and Measures
Lean Six Sigma Black Belt - Section 2
Preview
Impact of Six Sigma Project on Stakeholders (BOK II.A)
Benchmarking (BOK II.B)
Balanced Scorecard (ASQ CSSBB BOK II.C.1)
KPI, KBI and OKR (ASQ CSSBB BOK II.C.1)
Customer Loyality Metrics (BOK II.C.1)
Creating a Line of Sight (BOK II.C.1)
Financial Measures - Part 1 (BOK II.C.2)
Financial Measures - Part 2 (BOK II.C.2)
Section 2 Quiz 1
Section 2 Quiz 1 Answer Explanations
Section 2 Quiz 2
Section 2 Quiz 2 Answer Explanations
Section 2 Quiz 3
Section 2 Quiz 3 Answer Explanations
Download pdf Handouts - Section 2
III. Team Management
Lean Six Sigma Black Belt - Learning Objectives - Section 3
Preview
Types of Teams and Constraints (BOK III.A.1)
Team Roles and Responsibilities (BOK III.A.2)
Team Member Selection Criteria (BOK III.A.3)
Team Success Factors (BOK III.A.4)
Section 3A Quiz 1
Section 3A Quiz 1 Answer Explanations
Motivational Techniques (BOK III.B.1)
Team Stages of Development (BOK III.B.2)
Team Communications (BOK III.B.3)
Team Leadership Models (BOK III.B.4)
Section 3B Quiz 1
Section 3B Quiz 1 Answer Explanations
Section 3B Quiz 1 Answer Explanations
Group Behaviors - Negative Team Dynamics (BOK III.C.1)
Group Behaviors - Conflict Resolution (BOK III.C.1)
Group Behaviors - Team Interventions (BOK III.C.1)
Meeting Management (BOK III.C.2)
Team Decision-Making Methods (BOK III.C.3)
Team Training (BOK III.D.1)
Team Training - Delivery - Adult Learning (BOK III.D.2)
Team Training - Delivery Modes (BOK III.D.2)
Team Training - Evaluation (BOK III.D.3)
Section 3C and 3D Quiz 1
Section 3C and 3D Quiz 1 Answer Explanations
Section 3 Quiz 1 Case-based
Download pdf Handouts - Section 3
Section 3 Quiz 1 Answer Explanations
IV. Define
Lean Six Sigma Black Belt - Learning Objectives - Section 4
Preview
Voice of the Customer (BOK IV.A.1)
Customer Data Collection (BOK IV.A.2)
Customer Requirements - Critical to X (BOK IV.A.3)
Customer Requirements - Quality Function Deployment QFD (BOK IV.A.3)
Customer Requirements - SIPOC (BOK IV.A.3)
Section 4A Quiz 1
Section 4A Quiz 1 Answer Explanations
Customer Requirements - Kano Model (BOK IV.A.3)
Business Case and Project Charter - Part 1 (BOK IV.B)
Business Case and Project Charter - Part 2 (BOK IV.B)
Section 4B Quiz 1
Section 4B Quiz 1 Answer Explanations
Project Managament Tools - Part 1 (BOK IV.C)
Project Managament Tools - Part 2 (BOK IV.C)
Section 4C Quiz 1
Section 4C Quiz 1 Answer Explanations
Analytical Tools - Affinity Diagrams (BOK IV.D.1)
Analytical Tools - Tree Diagrams (BOK IV.D.2)
Analytical Tools - Matrix Diagrams (BOK IV.D.3)
Analytical Tools - Prioritization Matrices (BOK IV.D.4)
Analytical Tools - Activity Network Diagrams (BOK IV.D.5)
ASQ CSSBB 2022 Updates: Analytical Tools - PDPC
ASQ CSSBB 2022 Updates: Analytical Tools - Interrelationship Diagraph
Section 4D Quiz 1
Section 4D Quiz 1 Answer Explanations
Download pdf Handouts - Section 4
V. Measure
Lean Six Sigma Black Belt - Learning Objectives - Section 5
Preview
Process Flow Metrics (BOK V.A.1)
Hidden Factories (BOK V.A.1)
Process Analysis Tools - Part 1 (BOK V.A.2)
Process Analysis Tools - Part 2 (BOK V.A.2)
Section 5A Quiz 1
Section 5A Quiz 1 Answer Explanations
Types of Data (BOK V.B.1)
Measurement Scales (BOK V.B.2)
Sampling (BOK V.B.3)
Types of Sampling (BOK V.B.3)
Data Collection Plans and Methods (BOK V.B.4)
Data Collection Plans and Methods - Data Coding (BOK V.B.4)
Data Collection Plans and Methods - Data Integrity (BOK V.B.4)
Section 5B Quiz 1
Section 5B Quiz 1 Answer Explanations
Measurement System Analysis - Introduction (BOK V.C.1)
Measurement System Analysis - Why? (BOK V.C.1)
Measurement System Analysis - Sources of Variation - Part 1 (BOK V.C.1)
Measurement System Analysis - Sources of Variation - Part 2 (BOK V.C.1)
Measurement System Analysis - Precision to Tolerance Ratio (BOK V.C.1)
Gage R&R - Range Method (BOK V.C.1)
Gage R&R - Average and Range Method (BOK V.C.1)
Gage R&R - Minitab Demo of Average and Range Method
Gage R&R - MS Excel Demo of Average and Range Method
Gage R&R - ANOVA Result Interpretation - Part 1 (BOK V.C.1)
Gage R&R - ANOVA Result Interpretation - Part 2 (BOK V.C.1)
Gage R&R - ANOVA Result Interpretation - Part 3 (BOK V.C.1)
Gage R&R - ANOVA Result Interpretation - Part 4 (BOK V.C.1)
Gage R&R - ANOVA Result Interpretation - Part 5 (BOK V.C.1)
Gage R&R - ANOVA Method Calculations (BOK V.C.1)
Gage R&R - Number of Distinct Categories (NDC) (BOK V.C.1)
Gage R&R - Conclusion (BOK V.C.1)
Attribute Agreement Analysis (AAA) - Introduction (BOK V.C.1)
Attribute Agreement Analysis (AAA) - Minitab Demonstration (BOK V.C.1)
AAA - Agreement within Themselves (BOK V.C.1)
AAA - Agreement with Standard (BOK V.C.1)
AAA - Agreement with Each Other (BOK V.C.1)
AAA - All Operators vs. Standard (BOK V.C.1)
AAA - Consistency and Correctness Plots (BOK V.C.1)
AAA - What is Kappa Value? (BOK V.C.1)
AAA - Kendalls Coefficient (BOK V.C.1)
AAA - Kappa and Kendalls Coefficient for Consistency (BOK V.C.1)
AAA - Kappa and Kendalls Coefficient for Correctness (BOK V.C.1)
AAA - Kappa and Kendalls Coefficient - Amongst Themselves (BOK V.C.1)
Measurement systems across the organization (BOK V.C.2)
Metrology (BOK V.C.3)
Section 5C Quiz 1
Section 5C Quiz 1 Answer Explanations
Basic statistical terms (BOK V.D.1)
Central limit theorem (BOK V.D.2)
Descriptive statistics - Measurement of Central Tendency (BOK V.D.3)
Descriptive statistics - Measurement of Dispersion (BOK V.D.3)
Descriptive statistics - Inter-Quartile Range and Box Plot (BOK V.D.3)
Descriptive statistics - Skewness and Kurtosis (BOK V.D.3)
Descriptive Statistics and Box Plot - Using Minitab (BOK V.D.3)
Descriptive statistics - Using a Calculator (BOK V.D.3)
Graphical Methods - Scatter Plots (BOK V.D.4)
Graphical Methods - Histograms (BOK V.D.4)
Graphical Methods - Normal Probability Plot (BOK V.D.4)
Graphical Methods - Frequency Distribution (BOK V.D.4)
Section 5D Quiz 1
Section 5D Quiz 1 Answer Explanations
Valid Statistical Conclusions (BOK V.D.5)
Probability Basic Concepts (BOK V.E.1)
Probability Basic Concepts - Venn Diagrams (BOK V.E.1)
Probability Basic Concepts - Addition and Multiplication Rules (BOK V.E.1)
Probability Basic Concepts - Conditional Probability (BOK V.E.1)
Factorials, Permutations and Combinations (BOK V.E.1)
Factorials, Permutations and Combinations using a Calculator(BOK V.E.1)
Common Distributions (BOK V.E.2)
Binomial Distribution (BOK V.E.2)
Binomial Distribution - Using a Calculator (BOK V.E.2)
Binomial Distribution - Using Minitab (BOK V.E.2)
Binomial Distribution - Mean and Variance Calculation (BOK V.E.2)
Poisson Distribution (BOK V.E.2)
Poisson Distribution - Using a Calculator (BOK V.E.2)
Poisson Distribution - Using Minitab (BOK V.E.2)
PDF vs. PMF (BOK V.E.2)
Probability Distributions - Normal Distribution (BOK V.E.2)
Probability Distributions - Standard Normal Distribution (BOK V.E.2)
Probability Distributions - Normal Distribution - Using a Calculator (BOK V.E.2)
Probability Distributions - Student's t Distribution (BOK V.E.2)
Probability Distributions - Chi Square Distribution (BOK V.E.2)
Probability Distributions - F Distribution (BOK V.E.2)
Probability Distributions - Hypergeometric Distributions (BOK V.E.2)
Probability Distributions - Bivariate Normal Distribution (BOK V.E.2)
Probability Distributions - Exponential Distribution (BOK V.E.2)
Probability Distributions - Log Normal Distribution (BOK V.E.2)
Probability Distributions - Weibull Distribution (BOK V.E.2)
Section 5E Quiz 1
Section 5E Quiz 1 Answer Explanations
Process Capability (BOK V.F)
Process Capability Indices (BOK V.F.1)
Cpm Process Capability Index (BOK V.F)
Process Performance Indices (BOK V.F)
Process Capability - Minitab Example
Process Capability Studies (BOK V.F)
Process Capability for Non-Normal Data (BOK V.F)
Process Capability for Non-Normal Data - Minitab Demo (BOK V.F)
Process Performance vs. Specification (BOK V.F)
Short-term and Long-term Capability (BOK V.F)
Section 5F Quiz 1
Section 5F Quiz 1 Answer Explanations
Download pdf Handouts - Section 5
VI. Analyze
Lean Six Sigma Black Belt - Learning Objectives - Section 6
Correlation Coefficient - Introduction (BOK VI.A.1)
Correlation Coefficient - Manual Calculation (BOK VI.A.1)
Correlation Coefficient Interval (BOK VI.A.1)
Coefficient of Determination (BOK VI.A.1)
Simple Linear Regression (BOK VI.A.2)
Hypothesis Testing in Regression (BOK VI.A.2)
Regression Analysis using Minitab (BOK VI.A.2)
Prediction and Confidence Intervals (BOK VI.A.2)
Multiple Linear Regression and Multivariate Analysis (BOK VI.A.3)
Section 6A Quiz 1
Section 6A Quiz 1 Answer Explanations
Hypothesis Testing Terminology - Part 1 (BOK VI.B.1)
Hypothesis Testing Terminology - Part 2 (p-Value) (BOK VI.B.1)
Hypothesis Testing Terminology - Part 3 (Type I and II Errors) (BOK VI.B.1)
Statistical vs Practical Significance (BOK VI.B.2)
Sample Sizes for Means and Proportions (BOK VI.B.3)
Point and Interval Estimates ( BOK VI.B.4)
Tolerance Interval (BOK VI.B.4)
Understanding Hypothesis Testing - An Introduction (BOK VI.B.5)
Tests for Mean, Variance and Proportions - Introduction (BOK VI.B.5)
One Sample z Test (BOK VI.B.5)
One Sample z Test - Using a Calculator (BOK VI.B.5)
One Sample z Test - Using Minitab (BOK VI.B.5)
One Sample t Test (BOK VI.B.5)
One Sample t Test - Using Minitab (BOK VI.B.5)
One Proportion (p) Test (BOK VI.B.5)
One Proportion Test - Using Minitab
One Variance Test (BOK VI.B.5)
Two Sample z Test (BOK VI.B.5)
Two Sample t Test (BOK VI.B.5)
Two Sample Paired t Test (BOK VI.B.5)
Two Proportions Test (BOK VI.B.5)
Two Variances Test (BOK VI.B.5)
ANOVA - Introduction (BOK VI.B.6)
ANOVA - Understanding the Calculation (BOK VI.B.6)
ANOVA - Practice Question (BOK VI.B.6)
ANOVA - Using Minitab (BOK VI.B.6)
Goodness of Fit Test (BOK VI.B.7)
Contingency Tables (BOK VI.B.7)
Non-Parametric Tests (Mainly for IASSC LSSBB Exam)
Section 6B Quiz 1
Section 6B Quiz 1 Answer Explanations
Types of Risks
ASQ CSSBB 2022 Updates: 5 Steps of Risk Management (BOK VI.C.1)
Failure Mode and Effect Analysis - FMEA Introduction (BOK VI.C)
Section 6C Quiz 1
Section 6C Quiz 1 Answer Explanations
Gap Analysis (BOK VI.D.1)
Root Cause Analysis (RCA) Introduction (BOK VI.D.2)
Waste Analysis - Muda, Mura and Muri (BOK VI.D.3)
Waste Analysis (BOK VI.D.3)
Section 6D Quiz 1
Section 6D Quiz 1 Answer Explanations
Download pdf Handouts - Section 6
VII. Improve
Lean Six Sigma Black Belt - Learning Objectives - Section 7
Design of Experiments (DoE) - Introduction (BOK VII.A.1)
Design of Experiments (DoE) - Terminology (BOK VII.A.1)
Design of Experiments (DoE) - Full Factorial Design (BOK VII.A.6)
Design of Experiments (DoE) - Coding (BOK VII.A.2)
Design of Experiments (DoE) - Power, Replication, Repetition (BOK VII.A.2)
Design of Experiments (DoE) - Randomization, Order and Blocking (BOK VII.A.2)
Design of Experiments (DoE) - Noise factors (BOK VII.A.2)
Design of Experiments (DoE) - Balanced Design (BOK VII.A.2)
Design of Experiments (DoE) - Partial Factorial Designs (DOE VII.A.5)
Design of Experiments (DoE) - Confounding and Resolution (BOK VII.A.5)
Design of Experiments (DoE) - Planning and Conducting Experiments (BOK VII.A.3)
Design of Experiments (DoE) - Stages (BOK VII.A)
Design of Experiments (DoE) - Result Interpretation (BOK VII.A)
Design of Experiments (DoE) - Minitab Demonstration (BOK VII.A)
Design of Experiments (DoE) - One-Factor Experiments (BOK VII.A.4)
Section 7A Quiz 1
Section 7A Quiz 1 Answer Explanations
Tools to Reduce or Eliminate Waste - Pull System (BOK VII.B.1)
Tools to Reduce or Eliminate Waste - Kanban (BOK VII.B.1)
Tools to Reduce or Eliminate Waste - 5 S (BOK VII.B.1)
Tools to Reduce or Eliminate Waste - Standard Work (BOK VII.B.1)
Tools to Reduce or Eliminate Waste - Poka Yoke (BOK VII.B.1)
Tools for Cycle Time Reduction (BOK VII.B.2)
Tools for Cycle Time Reduction - Continuous Flow (BOK VII.B.2)
Tools for Cycle Time Reduction - SMED (BOK VII.B.2)
Tools for Cycle Time Reduction - Heijunka (BOK VII.B.2)
Kaizen (BOK VII.B.3)
Theory of Constraints - Introduction (BOK VII.B.4)
Theory of Constraints - Accounting/ Drum, Buffer and Rope (BOK VII.B.4)
Overall Equipment Effectiveness (OEE) (BOK VII.B.4)
Section 7B Quiz 1
Section 7B Quiz 1 Answer Explanations
Implementation Approaches (BOK VII.C)
Section 7C Quiz 1
Section 7C Quiz 1 Answer Explanations
Download pdf Handouts - Section 7
VIII. Control
Lean Six Sigma Black Belt - Learning Objectives - Section 8
Statistical Process Control Objectives + Variable Selection (BOK VIII.A.1 and 2)
Rational Subgrouping (BOK VIII.A.3)
Control Chart Selection (BOK VIII.A.4)
I-MR Chart Explained (BOK VIII.A.4)
I-MR Chart Minitab Demonstration (BOK VIII.A.4)
Xbar-R Chart Explained (BOK VIII.A.4)
Xbar-R Chart Minitab Demonstration (BOK VIII.A.4)
Xbar S Chart Explained (BOK VIII.A.4)
Xbar S Chart Minitab Demonstration (BOK VIII.A.4)
p Control Charts Explained (BOK VIII.A.4)
p Control Charts - Demonstration (BOK VIII.A.4)
np Control Charts (BOK VIII.A.4)
np Control Chart - Demonstration (BOK VIII.A.4)
u Control Charts (BOK VIII.A.4)
u Control Chart - Minitab Demonstration (BOK VIII.A.4)
c Control Charts (BOK VIII.A.4)
c Control Chart - Minitab Demonstration (BOK VIII.A.4)
Control Chart Analysis (BOK VIII.A.5)
Short Run Control Charts (BOK VIII.A.4)
Z-MR Short Run Control Chart - Minitab Demonstration (BOK VIII.A.4)
Time Weighted Control Charts (BOK VIII.A.4)
Moving Average Control Charts (BOK VIII.A.4)
Moving Average Control Chart - Minitab Demonstration (BOK VIII.A.4)
Section 8A Quiz 1
Section 8A Quiz 1 Answer Explanations
Total Productive Maintenance (BOK VIII.B.1)
Visual Controls (BOK VIII.B.2)
Section 8B Quiz 1
Section 8B Quiz 1 Answer Explanations
Measurement System Re-analysis (BOK VIII.C.1)
Control Plan (BOK VIII.C.2)
Section 8C Quiz 1
Section 8C Quiz 1 Answer Explanations
Sustain Improvements - Part 1 - Lessons Learned/Documentation (BOK VIII.D.1)
Sustain Improvements - Part 2 - Training/Ongoing Evaluation (BOK VIII.D.3)
Section 8D Quiz 1
Section 8D Quiz 1 Answer Explanations
Download pdf Handouts - Section 8
IX. Design for Six Sigma
Lean Six Sigma Black Belt - Learning Objectives - Section 9 - DFSS
Common DFSS Methodologies (BOK IX.A)
Lean Six Sigma Black Belt - Design for X (BOK IX.B)
Robust Design Introduction (BOK IX.C)
Tolerance Design (BOK IX.C)
Section 9 Quiz 1
Section 9 Quiz 1 Answer Explanations
Download pdf Handouts - Section 9
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