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Analyze and Apply Statistical Methods Using Minitab · LearnSpace
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Analyze and Apply Statistical Methods Using Minitab

Курс от EDUCBA
Начальный≈ 9.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

By the end of this course, learners will be able to analyze datasets, interpret statistical results, apply inferential methods, evaluate measurement systems, and monitor process performance using Minitab. Learners will develop the ability to select appropriate statistical tools, validate assumptions, and make data-driven decisions across quality, engineering, and business contexts. This course provides a structured, end-to-end journey through statistical analysis using Minitab, starting from foundational concepts such as data types, descriptive statistics, and data visualization, and progressing to probability distributions, sampling, hypothesis testing, regression, and process control. Through step-by-step demonstrations aligned with real-world scenarios, learners gain both conceptual clarity and practical proficiency. What makes this course unique is its progressive, practice-oriented design that bridges beginner concepts to advanced applications such as Measurement System Analysis (MSA), Process Capability Analysis, ANOVA, and Control Charts. Each topic is carefully sequenced to build confidence while reinforcing analytical thinking. Whether learners are new to statistics or seeking to strengthen their applied skills, this course equips them with industry-relevant statistical competence using Minitab.

Навыки, которые вы освоите

MinitabStatistical Process ControlsDescriptive StatisticsProcess CapabilityStatistical VisualizationStatistical Hypothesis TestingStatistical AnalysisPerformance AnalysisSampling (Statistics)Data VisualizationProbability & StatisticsStatistical SoftwareProbability DistributionExploratory Data AnalysisStatistical MethodsStatisticsProcess AnalysisData AnalysisPlot (Graphics)Statistical Modeling

Программа курса

4 модулей · 53 учебных материалов

01Foundations of Statistical Thinking with Minitab15 материалов

Getting Started with Data

Introduction to MinitabВидеоTypes of DataВидеоMeasure of DispersionВидеоGetting Started with DataЗадание

Understanding and Organizing Data

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EDUCBA

Преподаватель курса

Analyze and Apply Statistical Methods Using Minitab
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Обучение на Coursera

≈ 9.5 ч

4 модулей

Язык: Английский

Часть программы вашего университета
Descriptive StatsВидео
Data SortingВидео
HistogramsВидео
Understanding and Organizing DataЗадание

Visualizing Data Clearly

Pie ChartsВидеоBar ChartsВидеоLine GraphsВидеоVisualizing Data ClearlyЗаданиеInterpreting and Visualizing Data Using MinitabDIALOGUEGraded-Foundations of Statistical Thinking with MinitabЗаданиеChoose the Right Chart and Summary in MinitabDIALOGUE
02Exploring Data Patterns and Distributions13 материалов

Relationships and Spread

Scatter plotsВидеоBox PlotВидеоDiscrete Random VariableВидеоRelationships and SpreadЗадание

Probability Distributions Made Simple

Binomial DistributionВидеоNormal DistributionВидеоNormality TestВидеоProbability Distributions Made SimpleЗадание

Preparing Data for Analysis

Data TransformationВидеоSampling and Sample SizeВидеоSample Size for EstimationВидеоPreparing Data for AnalysisЗаданиеGraded-Exploring Data Patterns and DistributionsЗадание
03Statistical Inference and Measurement Systems13 материалов

Estimation and Power

Parameter EstimationВидеоPower AnalysisВидеоMeasurement System AnalysisВидеоEstimation and PowerЗадание

Measurement System Validation

MSA Gage R and RВидеоMSA Attribute Agreement AnalysisВидеоProcess Capability AnalysisВидеоMeasurement System ValidationЗадание

Foundations of Hypothesis Testing

Hypothesis TestingВидеоHypothesis Testing MeanВидеоPaired-T TestВидеоFoundations of Hypothesis TestingЗаданиеGraded-Statistical Inference and Measurement SystemsЗадание
04Advanced Analysis and Process Control12 материалов

Comparing and Prioritizing Data

AnovaВидеоPareto AnalysisВидеоComparing and Prioritizing DataЗадание

Understanding Relationships

CorrelationВидеоRegressionВидеоUnderstanding RelationshipsЗадание

Monitoring and Controlling Processes

Regression ContinueВидеоControl ChartsВидеоP-ChartВидеоMonitoring and Controlling ProcessesЗаданиеGraded-Advanced Analysis and Process ControlЗаданиеDriving Data-Based Decisions Using MinitabDIALOGUE