Course – LSSGB – Lean Six Sigma Green Belt – ComputerMinds Learning Portal

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Lesson 1: 2 Topics

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COURSE MATERIALS (Additional Documents)

HOMEWORK ASSIGNMENTS

Course Overview 1 Topic

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Course Overview – Presentation Content

Lean Six Sigma Overview 1 Topic

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Lean Six Sigma Overview – Presentation Content

Define Phase 17 Topics

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Define – Presentation Content

1.1.4 The Problem Solving Strategy Y = f(x)

1.1.6 Six Sigma Roles & Responsibilities

1.2.1 Defining a Process

1.2.2 Critical to Quality Characteristics (CTQ’s)

1.2.3 Cost of Poor Quality (COPQ)

1.2.4 Pareto Analysis (80:20 rule)

1.2.5 Basic Six Sigma Metrics

1.3.1 Building a Business Case & Project Charter

1.3.2 Developing Project Metrics

1.3.3 Financial Evaluation & Benefits Capture

1.4 The Lean Enterprise

1.4.1 Understanding Lean

1.4.2 The History of Lean

1.4.3 Lean & Six Sigma

1.4.4 The Seven Elements of Waste

1.4.5 5S (Straighten, Shine, Standardize, Self-Discipline, Sort )

Measure Phase 10 Topics

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Measure – Presentation Content

2.1.1 Cause & Effect / Fishbone Diagrams

2.1.2 Process Mapping, SIPOC, Value Stream Map (Also see: Process Map)

2.1.4 Failure Modes & Effects Analysis (FMEA)

2.2.1 Basic Statistics

2.2.3 Normal Distributions & Normality

2.2.4 Graphical Analysis

2.3 Measurement System Analysis

2.3.3 Gage Repeatability & Reproducibility

2.4 Process Capability

Analyze Phase 15 Topics

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Analyze – Presentation Content

3.1 Patterns of Variation

3.1.1 Multi-Vari Analysis

3.1.2 Classes of Distributions

3.2.2 Sampling Techniques & Uses

3.2.3 Central Limit Theorem

3.3 Hypothesis Testing

3.3.1 General Concepts & Goals of Hypothesis Testing

3.3.2 Significance; Practical vs. Statistical

3.3.3 Risk; Alpha & Beta

3.3.4 Types of Hypothesis Test

3.4.1 1 & 2 sample t-tests

3.4.3 One Way ANOVA a. Including Tests of Equal Variance, Normality Testing and Sample Size calculation, performing tests and interpreting results.

3.5 Hypothesis Testing with Non-Normal Data

3.5.8 Chi-Squared (Contingency Tables) a. Including Tests of Equal Variance, Normality Testing and Sample Size calculation, performing tests and interpreting results.

Improve Phase 6 Topics

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Improve – Presentation Content

4.1 Simple Linear Regression

4.1.2 Regression Equations

4.2.1 Non- Linear Regression

4.2.3 Confidence & Prediction Intervals

4.2.5 Data Transformation, Box Cox

Control Phase 14 Topics

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Control – Presentation Content

5.1.2 Kanban

5.1.3 Poke-Yoke (Mistake Proofing)

5.2 Statistical Process Control (SPC)

5.2.2 I-MR Chart

5.2.3 Xbar-R Chart

5.2.5 P Chart

5.2.6 NP Chart *See attribute charts

5.2.7 X-S chart

5.2.8 CuSum Chart

5.2.9 EWMA Chart

5.2.10 Control Chart Anatomy

5.3 Six Sigma Control Plans

5.3.1 Cost Benefit Analysis

SESSIONS RECORDED FROM PREVIOUS CLASSES (BY PUBLISH DATE)

LSSGB Class Published 7-7-2020 3 Topics

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Session 1 (7-7-2020)

Session 2 (7-8-2020)

Session 3 (7-9-2020)

LSSGB Class Published 9-1-2020 3 Topics

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Session 1 (9-1-2020)

Session 2 (9-3-2020)

Session 3 (9-4-2020)

LSSGB Class Published 10-6-2020 3 Topics

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Session 1 (10-6-2020)

Session 2 (10-8-2020)

Session 3 (10-9-2020)

LSSGB Class Published 11-17-2020 3 Topics

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Session 1 (11-17-2020)

Session 2 (11-19-2020)

Session 3 (11-20-2020)

LSSGB Class Published 2-9-2021 3 Topics

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Session 1 (2-9-2021)

Session 2 (2-11-2021)

Session 3 (2-12-2021)

LSSGB – Graphical Methods for Green Belts (10 Questions)

LSSGB – Probability and Statistics for Green Belts (GB Measure) (15 Questions)

LSSGB – Paired-Comparison Tests for Green Belts (GB Analyze) (10 Question)

LSSGB Practice Exam 1 (65 Questions, training mode)

LSSGB Practice Exam 2 (66 Questions, training mode)

LSSGB Practice Exam 3 (80 Questions, training mode)

LSSGB – Final Assessment 1 (84 Questions, training mode)

LSSGB – Final Assessment 2 (85 Questions, training mode)

LSSGB – Final Assessment 3 (79 Questions, training mode)

LSSGB – Final Assessment 1 (84 Questions, testing mode)

LSSGB – Final Assessment 2 (85 Questions, testing mode)

LSSGB – Final Assessment 3 (79 Questions, testing mode)