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Measuring and Analyzing Process Performance Training · LearnSpace
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Measuring and Analyzing Process Performance Training

Курс от Simplilearn
Начальный≈ 13.6 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This measuring and analyzing process performance training develops strong skills in defining, measuring, and analysing processes to enable accurate, data-driven improvement. You learn the Measure phase and key tools such as SIPOC, process maps, cause-and-effect analysis, Value Stream Mapping, and FMEA to identify risks and performance gaps. The course also covers Six Sigma statistics, Measurement System Analysis, and process capability techniques to assess variation, reliability, and short- and long-term performance, enabling confident, evidence-based improvement decisions. By the end of this course, you will be able to: - Apply Measure Phase Tools: Define, map, and analyse processes using SIPOC, process maps, and risk analysis tools - Use Six Sigma Statistics: Analyse data using basic metrics, charts, and distributions - Validate Measurement Systems: Assess data accuracy and reliability using MSA, Gage R&R, and attribute studies - Assess Process Capability: Evaluate process performance and variation to support improvement decisions No prior advanced statistical knowledge required; ideal for professionals looking to strengthen measurement, analysis, and data-driven improvement skills in Lean Six Sigma projects.

Навыки, которые вы освоите

Six Sigma MethodologyProcess MappingRoot Cause AnalysisProcess CapabilityProcess AnalysisStatistical AnalysisLean Six SigmaStatistical Hypothesis TestingLean MethodologiesPerformance MetricProcess Improvement and OptimizationData LiteracyPerformance ImprovementSystems Of MeasurementFailure Mode And Effects AnalysisStatistical MethodsStatistical Process ControlsProcess ImprovementPerformance MeasurementDescriptive Statistics

Программа курса

4 модулей · 94 учебных материалов

01Process Definition23 материалов

Understanding the Measure Phase

Course SyllabusЧтениеIntroduction to Measure PhaseВидеоLearning ObjectivesВидеоTools to Define a ProcessВидео

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Priyanka Mehta

Преподаватель курса

Measuring and Analyzing Process Performance Training
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Обучение на Coursera

≈ 13.6 ч

4 модулей

Язык: Английский

Субтитры: Дари, Пушту

Часть программы вашего университета
Quiz on Understanding the Measure PhaseЗадание

Process Mapping and Visualization

Cause-and-Effect DiagramВидеоDrawing a Fishbone DiagramВидеоProcess MappingВидеоCreating a Process MapВидеоProcess Mapping LevelsВидеоFour Types of Process MapsВидеоSIPOC Process MapВидеоQuiz on Process Mapping and VisualizationЗадание

Advanced Process Analysis Tools

Value Stream MapsВидеоValue Stream Map: Key Metrics ВидеоX-Y Diagrams or Scatter PlotsВидеоFailure Mode and Effects Analysis (FMEA) ВидеоFMEA ProcessВидеоFMEA TemplateВидеоKey TakeawaysВидеоMeasure the Flow, Prioritize the RisksDIALOGUEQuiz on Advanced Process Analysis ToolsЗаданиеAssessment for Process DefinitionЗадание
02Six Sigma Statistics21 материалов

Fundamentals of Data and Measurement

Learning ObjectivesВидеоDataВидеоMeasurement ScalesВидеоBasic StatisticsВидеоMeasures of Central TendencyВидеоMeasures of DispersionВидеоQuiz on Fundamentals of Data and MeasurementЗадание

Graphical and Statistical Analysis

Graphical AnalysisВидеоGraphical Analysis ToolsВидеоDemo: Introduction to Minitab ВидеоDemo: Box Plot One VariableВидеоDemo: Box Plot with Three VariablesВидеоDemo: Time Series PlotВидео

Understanding Normality

Normal Distribution ВидеоStandard Normal DistributionВидеоDemo: Normality TestВидеоKey TakeawaysВидеоStats Checkpoint: Describe, Plot, and TestDIALOGUEQuiz on Understanding NormalityЗаданиеAssessment for Six Sigma Statistics
03Measurement System Analysis24 материалов

Overview of MSA

Learning ObjectivesВидеоMeasurement System Analysis: OverviewВидеоGood and Poor Measurement System AnalysisВидеоMeasurement Error: CategoriesВидеоMSA: Sources of VariationВидеоQuiz on Overview of MSAЗадание

Assessing Measurement Accuracy and Consistency

RepeatabilityВидеоReproducibility ВидеоAccuracyВидеоBiasВидеоStabilityВидеоLinearityВидеоQuiz on Assessing Measurement Accuracy and ConsistencyЗадание

Performing MSA Studies

Types of MSAВидеоGage R&R StudyВидеоGage R&R: Ground RulesВидеоDemo: Gage R&R Continuous DataВидеоAttribute Agreement Analysis (AAA)ВидеоAttribute Gage StudyВидеоDemo: Gage R&R Attribute Data
04Process Capability26 материалов

Understanding Process Capability

Learning ObjectivesВидеоProcess Capability: OverviewВидеоProcess CapabilitiesВидеоData TypesВидеоQuiz on Understanding Process CapabilityЗадание

Establishing Performance Baselines

Baseline Performance: Part OneВидеоBaseline Performance: Part TwoВидеоComponents of VariationВидеоProcess StabilityВидеоQuiz on Establishing Performance BaselinesЗадание

Process Capability Indices and Analysis

Process Capability: IndicesВидеоDemo: Capability Analysis Continuous DataВидеоProcess Capability Indices: ExampleВидеоDemo: Capability Analysis Continuous Data Sigma LevelВидеоQuiz on Process Capability Indices and AnalysisЗадание

Process Performance Evaluation

Process BaselineВидеоDefects per UnitВидеоDefects per Million OpportunitiesВидеоAttribute Data: ExampleВидеоShort-Term and Long-Term Process Capability ВидеоKey TakeawaysВидео
Quiz on Graphical and Statistical AnalysisЗадание
Задание
Видео
Key TakeawaysВидео
Trust the Data: MSA and Gage R&R in ActionDIALOGUE
Quiz on Performing MSA StudiesЗадание
Assessment for Measurement System AnalysisЗадание
ExerciseВидео
SolutionВидео
Capability Check: Baseline, Stability, and Cp/CpkDIALOGUE
Quiz on Process Performance EvaluationЗадание
Assessment for Process CapabilityЗадание