Certification training
249Lectures
30h 6m 2sDuration
Vendor
Learning Six Sigma: Black Belt
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249 lessons arranged in a guided course path
Course overview
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Curriculum
Course sections.
9 sections, 249 lessons, and lecture-level duration details.
01
Course Introduction and Welcome
5m 50s
02
Introduction - Section 1
5m 39s
03
Fundamentals of six sigma and lean methodologies (BOK I.A.1)
19m 8s
04
Six Sigma, Lean, and Other Continuous Improvement Methodologies (BOK I.A.2)
7m 22s
05
Selecting Six Sigma Project (BOK I.A.2 Part 2)
16m 14s
06
Relationships among business systems and processes (BOK I.A.3)
9m 59s
07
Strategic planning and deployment for initiatives (BOK I.A.4)
17m 6s
08
Strategic planning and deployment for initiatives (BOK I.A.4 Part 2)
7m 23s
09
Leadership - Roles and Responsibilities (BOK I.B.1)
13m 14s
10
Organizational roadblocks and change management (BOK I.B.2 Part 1)
10m 10s
11
Causes of Six Sigma failure (BOK I.B.2 Part 2)
6m 5s
12
Change Management (BOK I.B.2 Part 3)
16m 8s
01
Introduction - Section 2
2m 30s
02
Impact of Six Sigma project on Stakeholders (BOK II.A)
2m 30s
03
Benchmarking (BOK II.B)
10m 15s
04
Performance Measures (BOK II.C.1)
12m 40s
05
Financial Measures (BOK II.C.2)
20m 5s
01
Introduction - Section 3
4m 19s
02
Types of Teams (BOK III.A.1)
3m 29s
03
Team Roles (BOK III.A.2)
4m 59s
04
Team member selection (BOK III.A.3)
1m 16s
05
Team Success Factors (BOK III.A.4)
2m 1s
06
Team Motivation (BOK III.B.1)
7m 16s
07
Team Stages (BOK III.B.2)
8m 8s
08
Team Communications (BOK III.B.3)
7m 50s
09
Team Leadership Models (BOK III.B.4)
1m 28s
10
Group Behaviors (BOK III.C.1)
14m 6s
11
Meeting Management (BOK III.C.2)
2m 12s
12
Team Tools (BOK III.C.3)
9m 1s
13
Team Training - Need Assessment (BOK III.D.1)
2m
14
Team Training - Delivery (BOK III.D.2)
6m 48s
15
Team Training - Evaluation (BOK III.D.3)
2m 7s
01
Introduction - Section 4
5m 7s
02
Customer Identification (BOK IV.A.1)
7m 43s
03
Customer Data Collection (BOK IV.A.2)
9m 22s
04
Customer Requirements - Introduction (BOK IV.A.3)
2m 40s
05
Customer Requirements - VOC and CTQ (BOK IV.A.3)
5m 13s
06
Customer Requirements - Quality Function Deployment QFD (BOK IV.A.3)
8m 23s
07
Customer Requirements - SIPOC (BOK IV.A.3)
4m 8s
08
Customer Requirements - Kano Model (BOK IV.A.3)
7m 7s
09
Project Charter - Writing Business Case (BOK IV.B.1)
8m 40s
10
Project Charter - Writing Problem Statement (BOK IV.B.2)
3m 45s
11
Project Charter - Writing Project Scope (BOK IV.B.3)
6m 35s
12
Project Charter - SMART Goals and Objectives (BOK IV.B.4)
4m 43s
13
Project Charter - Project Performance Measurements (BOK IV.B.5)
3m 38s
14
Project Charter Review (BOK IV.B.6)
3m 43s
15
Project Managament Tools - Gantt Chart (BOK IV.C.1)
10m 6s
16
Project Managament Tools - Toll-gate Reviews (BOK IV.C.2)
3m 23s
17
Project Managament Tools - WBS (BOK IV.C.3)
3m 30s
18
Project Managament Tools - RACI (BOK IV.C.4)
6m 11s
19
Analytical Tools - Affinity Diagrams (BOK IV.D.1)
4m 56s
20
Analytical Tools - Tree Diagrams (BOK IV.D.2)
2m 41s
21
Analytical Tools - Matrix Diagrams (BOK IV.D.3)
7m 56s
22
Analytical Tools - Prioritization Matrices (BOK IV.D.4)
2m 55s
23
Analytical Tools - Activity Network Diagrams (BOK IV.D.5)
24m 54s
01
Introduction - Section 5
7m 36s
02
Process Flow Metrics (BOK V.A.1)
17m 32s
03
Process Analysis Tools - Part 1 (BOK V.A.2)
15m 53s
04
Process Analysis Tools - Part 2 (BOK V.A.2)
5m 33s
05
Types of Data (BOK V.B.1)
11m 32s
06
Measurement Scales (BOK V.B.2)
11m 47s
07
Sampling (BOK V.B.3)
20m 25s
08
Data Collection Plans and Methods (BOK V.B.4)
5m 45s
09
Data Collection Plans and Methods - Data Coding (BOK V.B.4)
11m 27s
10
Data Collection Plans and Methods - Missing Data (BOK V.B.4)
3m 44s
11
Measurement System Analysis - Introduction (BOK V.C.1)
14m 10s
12
Measurement System Analysis - Accuracy (BOK V.C.1)
6m 58s
13
Measurement System Analysis - Precision (BOK V.C.1)
7m 37s
14
Measurement System Analysis - Precision to Tolerance Ratio (BOK V.C.1)
5m 35s
15
Measurement System Analysis - Three Methods of GRR (BOK V.C.1)
4m 32s
16
Gage R&R - Range Method (BOK V.C.1)
5m 43s
17
Gage R&R - Average and Range Method (BOK V.C.1)
18m 39s
18
Gage R&R - ANOVA Method (BOK V.C.1)
11m 50s
19
Gage R&R - Number of Distinct Categories (NDC) (BOK V.C.1)
9m 19s
20
Gage R&R - Crossed vs Nested Gage R&R Study (BOK V.C.1)
3m 15s
21
Measurement systems across the organization (BOK V.C.2)
12m 5s
22
Metrology (BOK V.C.3)
11m 51s
23
Basic statistical terms (BOK V.D.1)
6m 41s
24
Central limit theorem (BOK V.D.2)
15m 14s
25
Descriptive statistics - Part 1(BOK V.D.3)
4m 48s
26
Descriptive statistics - Part 2(BOK V.D.3)
11m 58s
27
Descriptive statistics - Part 3(BOK V.D.3)
9m 1s
28
Descriptive statistics - Using Microsoft Excel and SigmaXL (BOK V.D.3)
7m 43s
29
Graphical Methods - 1 Box and Whisker Plots(BOK V.D.4)
8m 17s
30
Graphical Methods - 2 Scatter Plots (BOK V.D.4)
3m 34s
31
Graphical Methods - 3 Histograms (BOK V.D.4)
10m 14s
32
Graphical Methods - 4 Creating Histograms Using SigmaXL and MS Excel (BOK V.D.4)
6m 38s
33
Valid statistical conclusions - Hypothesis Testing (BOK V.D.5)
8m 50s
34
Valid statistical conclusions - Types of Errors (BOK V.D.5)
4m 29s
35
Probability Basic concepts - Part 1(BOK V.E.1)
7m 31s
36
Probability Basic concepts - Part 2 (BOK V.E.1)
9m 20s
37
Probability Basic concepts - Part 3(BOK V.E.1)
16m 3s
38
Probability Distributions - Normal Distribution 1 (BOK V.E.2)
19m 32s
39
Normal Distribution Calculations Using MS Excel
3m 34s
40
Normal Distribution Calculations Using SigmaXL
2m 6s
41
Binomial Distribution
16m 4s
42
Bernoulli, Hypergeometric, Geometric and Negative Geometric Distributions
12m 21s
43
Poisson Distribution
6m
44
Process capability indices - Part 1 (BOK V.F.1)
19m 27s
45
Process capability indices - Part 2 (BOK V.F.1)
6m 48s
46
Process performance indices (BOK V.F.2)
7m 19s
47
General process capability studies (BOK V.F.3)
3m 34s
48
Process capability for attributes data (BOK V.F.4)
1m 27s
49
Process capability for non-normal data (BOK V.F.5)
8m 47s
50
Process capability for non-normal data - Transformation of Data (BOK V.F.5)
8m 57s
51
Process capability for non-normal data - Box-Cox Transformation (BOK V.F.5)
10m 5s
52
Process performance vs
10m 47s
53
Short-term and long-term capability (BOK V.F.7)
2m 1s
01
Introduction - Section 6
4m 25s
02
Correlation Coefficient - Introduction (BOK VI.A.1)
4m 28s
03
Correlation Coefficient - Manual Calculation (BOK VI.A.1)
6m 17s
04
Correlation Coefficient - Calculation Using MS Excel (BOK VI.A.1)
2m 19s
05
Correlation Coefficient - Summary (BOK VI.A.1)
4m 53s
06
Correlation vs Causation (BOK VI.A.1)
3m 16s
07
Correlation Coefficient - Calculating Confidence Interval (BOK VI.A.1)
16m 47s
08
Coefficient of Determination (BOK VI.A.2)
2m 40s
09
Regression Equation - Manual Calculations (BOK VI.A.2)
10m 14s
10
Residual Analysis (BOK VI.A.2)
3m 35s
11
Multivariate Analysis (BOK VI.A.3)
15m 18s
12
Hypothesis Testing Terminology - Errors, Power and Significance (BOK VI.B.1)
15m 55s
13
Statistical vs Practical Significance (BOK VI.B.2)
8m 8s
14
Finding the Z Value (BOK VI.B.3)
8m 27s
15
What is p Value? (BOK VI.B.3)
8m 27s
16
Sample Sizes for Means and Proportions (BOK VI.B.3)
3m 55s
17
Point and Interval Estimate - Introduction ( BOK VI.B.4)
11m 41s
18
Factors Affecting Confidence Interval Width (BOK VI.B.4)
6m 30s
19
Calculating Confidence Interval for Mean - z Distribution (BOK VI.B.4)
5m 45s
20
Calculating Confidence Interval for Mean - t Distribution (BOK VI.B.4)
5m 12s
21
Calculating Confidence Interval for Proportions (BOK VI.B.4)
9m 18s
22
Calculating Confidence Interval for Variance (BOK VI.B.4)
4m 29s
23
Tests for mean variance and proportions - Introduction (BOK VI.B.5)
12m 5s
24
Tests for mean variance and proportions - z Test (BOK VI.B.5)
4m 53s
25
Tests for mean variance and proportions - t Test (BOK VI.B.5)
7m
26
Tests for mean variance and proportions - p Test (BOK VI.B.5)
6m 10s
27
Two Sample z Test (BOK VI.B.5)
7m 50s
28
Two Sample t Test - Introduction (BOK VI.B.5)
16m 59s
29
Two Sample t Test - Equal Variance (BOK VI.B.5)
8m 28s
30
Two Sample t Test - Unequal Variance (BOK VI.B.5)
16m 4s
31
Two Sample Paired t Test (BOK VI.B.5)
9m 50s
32
Two Sample p Test (BOK VI.B.5)
8m 9s
33
Tests for Variance - F and Chi Square (BOK VI.B.5)
12m 57s
34
F Test (BOK VI.B.5)
5m 14s
35
One Sample Chi Square Test (BOK VI.B.5)
10m 55s
36
ANOVA - Introduction (BOK VI.B.6)
9m 36s
37
ANOVA - Understanding the Concept without any Calculation (BOK VI.B.6)
8m 47s
38
ANOVA - Understanding the Calculation (BOK VI.B.6)
11m 13s
39
ANOVA - Doing Manual Calculation (BOK VI.B.6)
4m 56s
40
ANOVA - Using MS Excel (BOK VI.B.6)
14m 30s
41
ANOVA - Using SigmaXL (BOK VI.B.6)
3m 42s
42
ANOVA - Practice Question (BOK VI.B.6)
3m 21s
43
Goodness of Fit Test (BOK VI.B.7)
3m 11s
44
Contigency Tables (BOK VI.B.8)
11m 22s
45
Contigency Tables - Practice Question(BOK VI.B.8)
13m 59s
46
Non-Parametric Tests (BOK VI.B.9)
2m 1s
47
Failure Mode and Effect Analysis - FMEA Introduction (BOK VI.C)
8m 22s
48
Failure Mode and Effect Analysis - FMEA (BOK VI.C)
10m 29s
49
Gap Analysis (BOK VI.D.1)
15m 42s
50
Root Cause Analysis (RCA) Introduction (BOK VI.D.2)
7m 17s
51
Root Cause Analysis (RCA) Tools (BOK VI.D.2)
4m 55s
52
Root Cause Analysis (RCA) - 5 Whys (BOK VI.D.2)
1m 11s
53
Root Cause Analysis (RCA) - Pareto Chart (BOK VI.D.2)
2m 11s
54
Root Cause Analysis (RCA) - Fault Tree (BOK VI.D.2)
4m 58s
55
Root Cause Analysis (RCA) - Cause and Effect (BOK VI.D.2)
2m 48s
56
Waste Analysis (BOK VI.D.3)
4m 12s
01
Introduction - Section 7
5m 44s
02
Design of Experiments (DoE) - Introduction (BOK VII.A.1)
2m 59s
03
DoE - Response and Factor (BOK VII.A.1)
5m 39s
04
DoE - Example of a Coffee Launch (BOK VII.A.1)
7m 14s
05
DoE - Interaction Chart (BOK VII.A.1)
4m 4s
06
DoE - Contour Plot (BOK VII.A.1)
2m 55s
07
DoE - Writing an Equation to Predict Response (BOK VII.A.1)
6m 32s
08
Design of Experiments (DoE) - Introducing Interaction (BOK VII.A.2)
6m 53s
09
DoE - Writing an Equation with Interaction (BOK VII.A.2)
8m 21s
10
DoE - Basic Definitions (BOK VII.A.1 and VII.A.2)
5m 19s
11
DoE - Three Factors Full Factorial Design (BOK VII.A.2)
8m 45s
12
DoE - Calculating Numbers of Experiments - Full Factorial (BOK VII.A.2)
3m 38s
13
DoE - Nuisance Factors and Balanced Design (BOK VII.A.2)
5m 7s
14
DoE - Planning and Conducting Experiments (BOK VII.A.3)
16m 37s
15
Design of Experiments (DoE) - One-Factor Experiments - Intro (BOK VII.A.4)
5m 7s
16
One-Factor Experiments - Completely Randomized Designs (BOK VII.A.4)
4m 45s
17
One-Factor Experiments - Randomized Block Designs (BOK VII.A.4)
2m 41s
18
One-Factor Experiments - Latin and Graeco-Latin Square Designs (BOK VII.A.4)
6m 21s
19
DoE - Two Level Fractional Factorial Designs - Review (BOK VII.A.5)
5m 11s
20
Two Level Fractional Factorial Designs - Number of Experiments (BOK VII.A.5)
2m 49s
21
Two Level Fractional Factorial Designs - Plackett-Burman Design (BOK VII.A.5)
5m 54s
22
Types of Wastes - Muda, Mura and Muri (BOK VII.B.1)
8m 44s
23
Wastes - Eight Types of Muda - Introduction to TIMWOODS (BOK VII.B.1)
2m 48s
24
Eight Types of Muda - Transport and Inventory (BOK VII.B.1)
8m 22s
25
Eight Types of Muda - Motion and Waiting (BOK VII.B.1)
3m 31s
26
Eight Types of Muda - Over-processing and Over-producing (BOK VII.B.1)
4m 19s
27
Eight Types of Muda - Defects and Underutilization of Skills (BOK VII.B.1)
4m 40s
28
Tools to Reduce or Eliminate Waste - Pull System (BOK VII.B.1)
4m 57s
29
Tools to Reduce or Eliminate Waste - Kanban (BOK VII.B.1)
6m 25s
30
Tools to Reduce or Eliminate Waste - 5 S (BOK VII.B.1)
10m 20s
31
Tools to Reduce or Eliminate Waste - Standard Work (BOK VII.B.1)
2m 7s
32
Tools to Reduce or Eliminate Waste - Poka Yoke (BOK VII.B.1)
5m 3s
33
Tools for Cycle Time Reduction - Continuous Flow (BOK VII.B.2)
6m 10s
34
Tools for Cycle Time Reduction - SMED (BOK VII.B.2)
6m 27s
35
Tools for Cycle Time Reduction - Heijunka (BOK VII.B.2)
3m 15s
36
Kaizen (BOK VII.B.3)
14m 36s
37
Theory of Constraints - Introduction (BOK VII.B.4)
8m 13s
38
Theory of Constraints - Identify and Eliminate Constraints (BOK VII.B.4)
3m 38s
39
Theory of Constraints - Throughput Accounting (BOK VII.B.4)
3m 51s
40
Theory of Constraints - Drum, Buffer and Rope (BOK VII.B.4)
4m 51s
41
Overall Euipment Effectiveness (OEE) - Introduction (BOK VII.B.4)
4m 1s
42
Overall Equipment Effectiveness (OEE) - Example (BOK VII.B.4)
8m 30s
43
Implementation Approaches (BOK VII.C)
6m 1s
01
Introduction - Section 8
4m 34s
02
Statistical Process Control Objectives (BOK VIII.A.1)
10m 29s
03
Selection of Variables (BOK VIII.A.2)
10m 29s
04
Control Chart Selection (BOK VIII.A.4)
8m 53s
05
I-MR Chart Explained (BOK VIII.A.4)
10m 11s
06
I-MR Chart Calculation Demonstration (BOK VIII.A.4)
6m 1s
07
Value of d2 Constant (BOK VIII.A.4)
6m 37s
08
Xbar-R Chart Explained (BOK VIII.A.4)
8m 17s
09
A2 Constant Explained (BOK VIII.A.4)
3m 20s
10
Xbar-R Chart Demonstration (BOK VIII.A.4)
4m 21s
11
Xbar S Chart Explained (BOK VIII.A.4)
2m 18s
12
Attribute Control Charts - Introduction (BOK VIII.A.4)
5m 59s
13
np Control Charts (BOK VIII.A.4)
1m
14
np Control Chart - Demonstration (BOK VIII.A.4)
4m
15
p Control Charts (BOK VIII.A.4)
3m 53s
16
p Control Charts - Demonstration (BOK VIII.A.4)
3m 42s
17
c Control Charts (BOK VIII.A.4)
2m 24s
18
c Control Chart - Demonstration (BOK VIII.A.4)
1m 28s
19
u Control Charts (BOK VIII.A.4)
1m 18s
20
u Control Chart - Demonstration (BOK VIII.A.4)
2m 17s
21
Control Chart Analysis (BOK VIII.A.5)
17m 16s
22
Control Chart Analysis - Finding Probabilities (BOK VIII.A.5)
5m 36s
23
Total Productive Maintenance (BOK VIII.B.1)
9m 48s
24
Visual Controls (BOK VIII.B.2)
5m 51s
25
Control Plan (BOK VIII.C.2)
5m 15s
26
Sustain Improvements - Lessons Learned (BOK VIII.D.1)
5m 3s
27
Sustain Improvements - Documentation (BOK VIII.D.2)
2m 8s
28
Sustain Improvements - Training (BOK VIII.D.3)
1m 58s
29
Sustain Improvements - Ongoing Evaluations (BOK VIII.D.4)
1m 3s
01
Introduction - Section 9
3m 8s
02
Common DFSS Methodologies (BOK IX.A)
9m 40s
03
9B - Design for X (BOK IX.B)
4m 42s
04
9B - Design for Manufacturing (BOK IX.B)
1m 46s
05
9B - Design for Maintainability (BOK IX.B)
2m 29s
06
Robust Design Introduction (BOK IX.C)
2m 19s
07
Robust Design Defined (BOK IX.C)
2m 32s
08
Robust Design - Control and Noise Factors (BOK IX.C)
6m 40s
09
Robust Design - Taguchi Loss Function (BOK IX.C)
4m 12s
10
Robust Design - Taguchi Loss Function - Calculations (BOK IX.C)
6m 30s
11
Design for Reliability (BOK IX.B)
11m 45s
12
Design for Logistics and Environment (BOK IX.B)
3m 22s
13
Design for X - Summary (BOK IX.B)
2m 13s