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Lean Six Sigma Professional Track - From Green to Black Belt · LearnSpace
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Lean Six Sigma Professional Track - From Green to Black Belt

Курс от Packt
Средний≈ 8.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. The Lean Six Sigma Professional Track is designed to take you on a journey from Green Belt to Black Belt expertise. This course provides a deep dive into the Six Sigma methodology, focusing on process improvement, data analysis, and project management. You will gain a comprehensive understanding of the DMAIC (Define, Measure, Analyze, Improve, Control) framework, with a focus on real-world application, and develop skills to enhance efficiency in various organizational settings. As you progress through the course, you'll begin by learning about the foundational concepts and the historical evolution of Six Sigma. You will then be introduced to key tools such as SIPOC, control charts, regression techniques, and FMEA, which will aid you in analyzing and solving complex business problems. By the time you reach the advanced Black Belt level, you’ll be equipped to lead projects, analyze process behaviors, and implement sustainable improvements. The course is suitable for professionals across all industries who want to enhance their skills in process optimization. It is particularly useful for business analysts, quality managers, and operations professionals. The course is challenging, but prior knowledge of basic statistics and process improvement principles will be helpful. By the end of the course, you will be able to effectively define, measure, analyze, improve, and control processes. You’ll have a solid grasp of Six Sigma techniques, the ability to lead Six Sigma projects, and the expertise to use data analysis tools to solve operational problems.

Навыки, которые вы освоите

Six Sigma MethodologyProcess ImprovementRegression AnalysisLean Six SigmaStatistical ModelingProcess OptimizationQuality ImprovementProbability & StatisticsContinuous Improvement ProcessOperational AnalysisProcess Improvement and OptimizationQuality ControlStatisticsStatistical MethodsPerformance ImprovementStatistical AnalysisStatistical Process ControlsProcess CapabilityProcess AnalysisDescriptive Statistics

Программа курса

9 модулей · 52 учебных материалов

01Introduction5 материалов

Introduction

Introduction to the Course 'Lean Six Sigma Professional Track - From Green to Black Belt'ЧтениеFull Course ResourcesЧтениеContext SettingВидеоEvolution of Six SigmaВидео

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Packt - Course Instructors

Преподаватель курса

Lean Six Sigma Professional Track - From Green to Black Belt
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Обучение на Coursera

≈ 8.4 ч

9 модулей

Язык: Английский

Часть программы вашего университета
DMAIC FrameworkВидео
02Define and Measure Phases10 материалов

Define and Measure Phases

A Practical View of Six Sigma FrameworkВидеоCentral Tendency vs DispersionВидеоPrecision vs AccuracyВидеоSigma in Six SigmaВидеоMeasure It RightВидеоSIPOCВидеоProject CharterВидеоDefect vs Defectives & DPMOВидеоMapping Business Problems to Statistical Problems Using Six SigmaDIALOGUEDefine and Measure Phases - AssessmentЗадание
03Analyze - Control Charts and Box Plots6 материалов

Analyze - Control Charts and Box Plots

IntroductionВидеоControl Charts & 5-Why AnalysisВидеоp and np Control ChartsВидеоBox PlotsВидеоAnalyzing Process Variation Using Control Charts and Box PlotsDIALOGUEAnalyze - Control Charts and Box Plots - AssessmentЗадание
04Analyze - Basic and Core Techniques5 материалов

Analyze - Basic and Core Techniques

Cause & Effect Diagram and BrainstormingВидеоParetoВидеоValue Adding vs Non-Value Adding WorkВидеоUsing Cause and Effect Diagrams and Time Analysis in Lean ProcessesDIALOGUEAnalyze - Basic and Core Techniques - AssessmentЗадание
05Analyze - Regression Techniques5 материалов

Analyze - Regression Techniques

Simple Linear RegressionВидеоMultiple Linear RegressionВидеоLogistic RegressionВидеоExploring Regression in Customer Satisfaction AnalysisDIALOGUEAnalyze - Regression Techniques - AssessmentЗадание
06Analyze - Hypothesis Testing5 материалов

Analyze - Hypothesis Testing

Population vs SampleВидеоDifferent Types of Hypothesis TestsВидеоHypothesis Tests in Excel: ANOVA, t Test, Paired t Test, and Chi-SquareВидеоApplying Hypothesis Testing and Sampling ConceptsDIALOGUEAnalyze - Hypothesis Testing - AssessmentЗадание
07FMEA (Failure Mode Effects Analysis)4 материалов

FMEA (Failure Mode Effects Analysis)

FMEA (Failure Mode Effects Analysis)ВидеоWhat Could Be the Rating in the 10 Scenarios?ВидеоApplying Failure Mode Effects Analysis (FMEA) in Process DesignDIALOGUEFMEA (Failure Mode Effects Analysis) - AssessmentЗадание
08Improve3 материалов

Improve

ImproveВидеоApplying Control-Impact Metrics in Process ImprovementDIALOGUEImprove - AssessmentЗадание
09Control9 материалов

Control

Intro to ControlВидеоPoka Yoke or Mistake ProofingВидеоControl ChartsВидеоCorrective Action vs Preventive ActionВидеоSummary and ConclusionВидеоConclusion to the Course 'Lean Six Sigma Professional Track - From Green to Black Belt'ЧтениеControl - AssessmentЗаданиеFull Course Practice AssessmentЗаданиеFull Course AssessmentЗадание