К содержимому
learnspaceYOUR NEXT CHAPTER
ПРОСТРАНСТВО ОБУЧЕНИЯ
ГлавнаяКаталог курсовМоё обучениеCoursera

Знания без границ

Учитесь у лучших университетов и компаний мира.

Открыть Coursera
Интеграция
Пространство университета
Моё пространствоСтраница курса
↵
ЯЛичный кабинетСтудент
© 2026 LearnSpaceКаждый день — возможность узнать больше.Помощь
Advanced Statistical Analysis and Tools · LearnSpace
Назад в каталог
courseraАнализ данных

Advanced Statistical Analysis and Tools

Курс от SkillUp
Средний≈ 8.7 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course is designed to guide you on how to prepare for the American Society for Quality Certified Six Sigma Black Belt (ASQ CSSBB) certification, a mark of quality excellence across industries. The course offers insights into the statistical tools for drawing valid conclusions, depicting relationships, analyzing measurement systems, testing hypotheses, designing experiments, applying statistical process control, and leading advanced Six Sigma projects across the enterprise. By the end of this course, you will be able to: - Identify the statistical analysis tools required for quality and process improvement in each phase of the DMAIC methodology. - Describe the statistical processes of each phase of the DMAIC methodology used for operational efficiency. - Apply statistical analysis tools for representing relationships, analyzing systems, and testing hypotheses. - Implement design experiments and apply statistical process control to streamline business processes. This course is best suited for employees working in process improvement teams, including individuals with significant experience leading and executing Six Sigma, lean, or other quality improvement projects.

Навыки, которые вы освоите

Lean MethodologiesProcess CapabilityStatistical Hypothesis TestingStatistical MethodsStatistical AnalysisStatistical Process ControlsContinuous Improvement ProcessQuality AssessmentQuality ImprovementRisk ManagementKaizen MethodologyRisk AnalysisProcess AnalysisContinuous Quality Improvement (CQI)Six Sigma MethodologyQuality MonitoringProcess ImprovementProcess Improvement and OptimizationBusiness ProcessLean Six Sigma

Программа курса

4 модулей · 43 учебных материалов

01Statistical analysis and tools in the measure phase16 материалов

Processes, data, and measurement

Course introductionВидеоCourse overview  ЧтениеProcess analysis toolsВидеоProcess analysisDIALOGUE

Учитесь у экспертов

SkillUp

Преподаватель курса

E R Suresh Narain

Преподаватель курса

Advanced Statistical Analysis and Tools
В каталоге вашей программы

Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 8.7 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Узбекский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Вьетнамский, Нидерландский, Корейский, Немецкий, Пушту, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Хинди, Японский, Казахский, Венгерский, Польский

Часть программы вашего университета
Data collectionВидео
Measurement systemsВидео
Practice Quiz: Process, Data, and MeasurementЗадание

Graphical tools, probability, and process capability

Graphical tools and statistical analysisВидеоData distribution methodsВидеоProcess capabilityВидеоPractice: Analyze Process Capability in ContextDIALOGUEShort-term and long-term capabilityВидеоPractice Quiz: Graphical tools, probability, and process capabilityЗаданиеNormal distribution and standard normal distributionЧтениеMeet and greet ОбсуждениеGraded Quiz: Statistical analysis and tools in the measure phaseЗадание
02Statistical analysis and tools in the analyze phase13 материалов

Relationships between variables

Correlation coefficientВидеоRegression analysisВидеоSources of variationВидеоRelationship between variablesЗадание

Hypothesis testing and risk management

Fundamental concepts of hypothesis testingВидеоEstimates, means, variations, and proportionsВидеоPractice: Apply Hypothesis Testing to a Business DecisionDIALOGUEAnalysis of variance (ANOVA) and goodness-of-fit (chi-square)ВидеоMethods of risk and waste analysisВидеоHypothesis testing and risk managementЗаданиеTypes of hypothesesЧтениеRisk managementОбсуждениеGraded Quiz: Statistical analysis and tools in the analyze phaseЗадание
03Statistical analysis and tools in the improve and control phase10 материалов

Design of experiments (DOE), Lean methods, and improvement sustenance

Design of experiments (DOE): Key concepts and principlesВидеоDesign of experiments (DOE): Types of experimentsВидеоLean methods and implementation for process improvementВидеоReflect: Choose the Right Experimental DesignDIALOGUEStatistical process control (SPC) and other controlsВидеоSustaining improvementsВидеоPractice Quiz: Design of experiments (DOE), lean methods, and improvement sustenanceЗаданиеSustenance of process improvementsЧтениеStatistical process control and other controlsОбсуждениеGraded Quiz: Statistical analysis and tools in the improve and control phaseЗадание
04Peer review assignment4 материалов
Process capabilityВзаимная проверкаCourse Wrap-upВидеоCongratulations and next steps ЧтениеThanks from the course team Чтение