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Lean Six Sigma Green Belt Training · LearnSpace
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Lean Six Sigma Green Belt Training

Курс от Simplilearn
Начальный≈ 18.8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This comprehensive Six Sigma DMAIC course equips you with the skills to drive data-backed process improvements and sustain quality excellence. Begin by mastering the Define and Measure phases—learn to build project charters, capture customer requirements (VoC), and analyze processes through mapping and capability studies. Progress to the Analyze phase with tools like hypothesis testing, regression, and exploratory data analysis to uncover root causes. In the Improve phase, implement solutions using Design of Experiments (DOE), Lean techniques, and decision tools like SCAMPER and Pugh Matrix. Conclude with the Control phase, applying SPC, control plans, and Lean methods like 5S and TPM for long-term impact. You should have a background in operations, project management, or quality control, along with a basic understanding of business processes and statistical concepts. By the end of this course, you will be able to: - Apply DMAIC: Lead Six Sigma projects from problem identification to solution control - Use Statistical Tools: Conduct root cause analysis with testing, regression, and capability studies - Optimize Processes: Apply DOE, Lean tools, and solution selection methods for effective improvements - Sustain Improvements: Use SPC, 5S, and control plans to maintain long-term results Ideal for quality professionals, process owners, and team leads.

Навыки, которые вы освоите

Lean Six SigmaStatistical MethodsProcess MappingProcess CapabilityStatistical Process ControlsKaizen MethodologyLean ManufacturingLean MethodologiesProcess Improvement and OptimizationProcess ImprovementSix Sigma MethodologyStatistical AnalysisProject ManagementQuality MonitoringProcess AnalysisContinuous Quality Improvement (CQI)Quality ManagementProcess Flow DiagramsQuality ImprovementProcess Optimization

Программа курса

5 модулей · 186 учебных материалов

01Define Phase63 материалов

Project Identification

Course SyllabusЧтениеIntroductionВидеоBenchmarking: Types and Best PracticesВидеоProcess elementsВидео

Учитесь у экспертов

Priyanka Mehta

Преподаватель курса

Lean Six Sigma Green Belt Training
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Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 18.8 ч

5 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Испанский, Японский, Казахский

Часть программы вашего университета
SIPOC ProcessВидео
Owners and stakeholdersВидео
Key TakeawaysВидео
Quiz on Project IdentificationЗадание

Voice of Customer

IntroductionВидеоCustomer IdentificationВидеоTips for Effective VoC QuestionsВидеоVoC and Data CollectionВидеоProactive Data SourcesВидеоProactive Data Sources - Focus GroupВидеоProactive Data Sources - InterviewВидеоVoC Proactive Data Collection MethodsВидеоCustomer RequirementsВидеоCritical to Quality FactorВидеоCTQ ExampleВидеоQuality Function DeploymentВидеоSections of House of Quality (HOQ)ВидеоPost HOQ MatrixВидеоKey TakeawaysВидеоQuiz on Voice of CustomerЗадание

Project Management Basics

IntroductionВидеоThe Project CharterВидеоProblem Statement and Project ObjectivesВидеоProject Scope and Its InterpretationВидеоProject Scope and Its Interpretation: SIPOC and Process MapsВидеоProject Metrics and Its TypesВидеоProject Planning and DocumentationВидеоProject PlanВидеоProject Plan ScheduleВидеоProject Plan RisksВидеоBenefits of Risk Analysis and Project ClosureВидеоKey TakeawaysВидеоQuiz on Project Management BasicsЗадание

Management and Planning Tools

IntroductionВидеоAffinity Diagram and Interrelationship DiagramВидеоTree Diagram and Matrix DiagramВидеоPrioritization Matrices, Activity Network Diagrams and Process Decision Program ChartВидеоKey TakeawaysВидеоQuiz on Management and Planning ToolsЗадание

Business Results for Projects

IntroductionВидеоProcess PerformanceВидеоDefects per Unit (DPU)ВидеоThroughput Yield (TPY) and Rolled Throughput Yield (RTY)ВидеоDefects per Million Opportunities (DPMO) and Sigma LevelВидеоCost of Quality (COQ) and Process CapabilityВидеоKey TakeawaysВидеоQuiz on Business Results for ProjectsЗадание

Team Dynamics and Performance

IntroductionВидеоTeam DynamicsВидеоNegative Team DynamicsВидеоTeam StagesВидеоTypes of ChallengesВидеоTeam Roles and ResponsibilitiesВидеоTeam CommunicationВидеоTeam ToolsВидеоKey TakeawaysВидеоQuiz on Team Dynamics and PerformanceЗаданиеAssessment for Define PhaseЗадание

Case Study

Case StudyВидео
02Measure Phase52 материалов

Process Analysis and Documentation

IntroductionВидеоProcess MapsВидеоFlowchartsВидеоProcess DocumentationВидеоKey TakeawaysВидеоQuiz on Process Analysis and DocumentationЗадание

Probability and Statistics

IntroductionВидеоRoles of Probability and StatisticsВидеоAddition Rules and Multiplication RulesВидеоPermutation and CombinationВидеоKey TakeawaysВидеоQuiz on Probability and StatisticsЗадание

Collecting and Summarizing Data

IntroductionВидеоData, Its types, and SelectionВидеоMeasurement Scales, Collection Methods, and SamplingВидеоData Collection Plan and Data CodingВидеоMeasures of Central Tendency and DispersionВидеоMicrosoft Excel for Descriptive StatisticsВидео

Statistical Distribution

IntroductionВидеоClasses of Distribution and Key TermsВидеоTypes of Statistical DistributionВидеоBinomial and Poisson DistributionВидеоNormal DistributionВидеоChi-square, T, and F-DistributionВидео

Measurement System Analysis

IntroductionВидеоMeasurement System Analysis and Its PropertiesВидеоMeasurement System CharacteristicsВидеоMeasurement System ConceptsВидеоGage R&R StudyВидеоAttribute Gage R&RВидео

Process and Performance Capability

IntroductionВидеоProcess Stability and NormalityВидеоProcess Capability Analysis and StudiesВидеоProcess Capability Index and ExampleВидеоProcess Performance IndicesВидеоProcess Mean Shift and VariationВидео

Case Study

Case StudyВидео
03Analyze Phase23 материалов

Hypothesis Testing

IntroductionВидеоHypothesis Testing BasicsВидеоType 1 and Type 2 ErrorsВидеоSample SizeВидеоP-value and Test StatisticsВидеоTests for Means, Variance, and ProportionsВидео1-Sample TestВидео2-Sample TestВидеоT-TestВидеоANOVA and Chi-Square DistributionВидеоHypothesis Testing with Nonnormal DataВидеоKey TakeawaysВидеоQuiz on Hypothesis TestingЗадание

Exploratory Data Analysis

IntroductionВидеоMulti-Vari AnalysisВидеоCorrelationВидеоRegression AnalysisВидеоResidual Analysis and Linear RegressionВидеоMultiple RegressionВидеоKey Takeaways

Case Study

Case StudyВидео
04Improve Phase22 материалов

Design of Experiments

IntroductionВидеоDOE Regression and Basic TermsВидеоDOE ErrorВидеоKey TakeawaysВидеоQuiz on Design of ExperimentsЗадание

Root Cause Analysis

IntroductionВидеоRoot Cause Analysis (RCA)ВидеоKey TakeawaysВидеоQuiz on Root Cause AnalysisЗадание

Lean Tools

IntroductionВидеоLean Tools and TechniquesВидеоCycle Time Reduction, Kaizen, and Kaizen BlitzВидеоKey TakeawaysВидеоQuiz on Lean ToolsЗадание

Selecting a Solution

IntroductionВидеоPugh Analysis and Solution Prioritization MatrixВидеоSCAMPER ToolВидеоBrainstorming, Cost Benefit Analysis, Solution Screening, and PilotingВидеоKey TakeawaysВидеоQuiz of Selecting a SolutionЗадание

Case Study

Case StudyВидео
05Control Phase26 материалов

Statistical Process Control (SPC)

IntroductionВидеоSPC BasicsВидеоControl Charts and AnalysisВидеоChoosing an Appropriate Control ChartВидеоXbar Chart and PrinciplesВидеоI-MR Chart and PrinciplesВидеоControl Charts for Attribute DataВидеоnp-Chart and P-Chart Видеоc-Chart and u-ChartВидеоCUSUM and EWMA ChartsВидеоKey TakeawaysВидеоQuiz on Statistical Process Control (SPC)Задание

Control Plan

IntroductionВидеоControl Plan and Response PlanВидеоCost Benefit Analysis, KPIV, and KPOVВидеоControl Level and Transactional Control PlanВидеоKey TakeawaysВидеоQuiz on Control PlanЗадание

Lean Tools for Process Control

IntroductionВидеоTotal Productive MaintenanceВидеоVisual FactoryВидео5SВидеоKey TakeawaysВидеоQuiz on Lean Tools for Process ControlЗаданиеAssessment for Control Phase

Case Study

Case StudyВидео
Frequency DistributionВидео
Stem and Leaf Plots and Box and Whisker PlotsВидео
Scatter DiagramsВидео
Other Visualization Tools and Normal Probability PlotsВидео
Key TakeawaysВидео
Quiz on Collecting and Summarizing DataЗадание
Central Limit Theorem(CLT)Видео
Key TakeawaysВидео
Quiz on Statistical DistributionЗадание
Key TakeawaysВидео
Quiz on Measurement System AnalysisЗадание
Process Capability for Attribute DataВидео
Key TakeawaysВидео
Quiz on Process and Performance CapabilityЗадание
Assessment for Measure PhaseЗадание
Видео
Quiz on Exploratory Data AnalysisЗадание
Assessment for Analyze PhaseЗадание
Assessment for Improve PhaseЗадание
Задание