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Lean Six Sigma Green Belt: Analyze & Improve · LearnSpace
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Lean Six Sigma Green Belt: Analyze & Improve

Курс от EDUCBA
Уровень не указан≈ 9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Build practical Lean Six Sigma Green Belt skills to analyze processes, reduce waste, control variation, and sustain measurable improvements. You’ll begin with Six Sigma principles and the DMAIC methodology, learning to define project scope, capture the Voice of the Customer, create project charters, and apply Lean tools such as 5S, Poka Yoke, SMED, and Kanban. You’ll then strengthen your Measure phase expertise through Measurement System Analysis, descriptive statistics, control charts, process capability indices, hypothesis testing, and regression. As you progress, you’ll use process mapping, root cause analysis, correlation, ANOVA, Design of Experiments, Multi-Vari analysis, and FMEA to identify significant patterns, optimize processes, and mitigate risk. In the Improve and Control phases, you’ll design solutions, conduct pilot testing, implement changes, and establish control mechanisms that preserve process gains. Designed for professionals preparing for Green Belt certification or seeking careers in process excellence, this course combines technical analysis, real-world scenarios, organizational change management, and structured practice and graded quizzes. Enroll to build the analytical and leadership skills needed to guide teams, improve efficiency, and translate Lean Six Sigma methods into measurable business outcomes.

Навыки, которые вы освоите

Data AnalysisKanban PrinciplesRegression AnalysisProcess OptimizationStatistical Process Controls

Программа курса

3 модулей · 64 учебных материалов

01Foundations of Six Sigma and Lean Concepts22 материалов

Introduction and Six Sigma Basics

Introduction - Till MeasureВидеоIntroduction - Till Change ManagementВидеоSix Sigma Team FormationВидеоIntroduction To DefineВидео

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EDUCBA

Преподаватель курса

Lean Six Sigma Green Belt: Analyze & Improve
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Обучение откроется на Coursera
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Обучение на Coursera

≈ 9 ч

3 модулей

Язык: Английский

Часть программы вашего университета
Introduction and Six Sigma BasicsЗадание

Define Phase Tools and Customer Focus

VOC - Voice of CustomerВидеоQFD - Quality Functional DeploymentВидеоDefine ToolsВидеоProject CharterВидеоDefine Phase Tools and Customer FocusЗадание

Lean Principles and Waste Reduction

Introduction to Lean & Theory of ConstraintsВидеоIntroduction to Lean & Theory of Constraints ContinuesВидеоValue stream mappingВидео7 WastesВидео5 SВидеоPoka YokeВидеоSMEDВидеоLean - KanbanВидеоLean Principles and Waste ReductionЗаданиеDefining Problems and Eliminating Waste Using Lean Six Sigma FoundationsDIALOGUEGraded-Foundations of Six Sigma and Lean ConceptsЗаданиеDefining a Process Improvement Project Using VOC, Project Charter, and Lean Waste IdentificationDIALOGUE
02Measure Phase – Building the Analytical Foundation18 материалов

Introduction to Measure Phase

Introduction to Measure and Balance scoreВидеоMeasure - MSAВидеоData Collection BasicsВидеоSampling and Data TypesВидеоIntroduction to Measure PhaseЗадание

Statistical Foundations and Process Capability

Descriptive StatisticsВидеоProcess Capability ConceptsВидеоProcess Capability IndicesВидеоControl Charts and VariabilityВидеоUnderstanding Normal DistributionВидеоStatistical Foundations and Process CapabilityЗадание

Advanced Measurement and Review

Hypothesis Testing FoundationsВидеоAdvanced Hypothesis TestingВидеоRegression and Correlation BasicsВидеоAdvanced Regression TechniquesВидеоSummary and ReviewВидеоAdvanced Measurement and ReviewЗадание
03Analyze, Improve & Control – Advanced Problem Solving24 материалов

Root Cause and Data Analysis

Introduction and Data ExplorationВидеоRoot Cause IdentificationВидеоProcess Mapping and Flow AnalysisВидеоHypothesis Testing ApplicationsВидеоRoot Cause and Data AnalysisЗадание

Regression, Correlation, and ANOVA

Regression AnalysisВидеоCorrelation and Scatter PlotsВидеоOne-Sample Median Hypothesis TestingВидеоRegression, Correlation, and ANOVAЗадание

Advanced Analysis Techniques

Hypothesis Testing for Two Independent SamplesВидеоMulti-Vari and Advanced DOEВидеоFailure Modes and Effects AnalysisВидеоSimulation and ModelingВидеоRisk Analysis and MitigationВидеоSummary and ConsolidationВидео

Improve & Control Implementation

Introduction and ToolsВидеоProcess OptimizationВидеоImplementing SolutionsВидеоSustaining ImprovementsВидеоImprove & Control ImplementationЗаданиеGraded-Analyze, Improve & Control – Advanced Problem SolvingЗадание
Graded-Measure Phase – Building the Analytical FoundationЗадание
Review and Transition to ImproveВидео
Advanced Analysis TechniquesЗадание
Applying DMAIC to Reduce Variability, Eliminate Waste, and Improve Process PerformanceDIALOGUE