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Statistics and Data Analysis with Excel: Essentials · LearnSpace
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Statistics and Data Analysis with Excel: Essentials

Курс от Macquarie University
Начальный≈ 12.1 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Data drives decisions in every field — business, health, science, sports, and beyond. This course gives you the statistical tools to make sense of data, spot patterns, and present findings that inform real-world decisions. You'll work through both branches of statistics in a structured, practical sequence. Descriptive statistics help you summarise and describe data — covering measures of centredness like mean, median, and mode, and measures of spread including variance, standard deviation, and boxplots. You'll then move to inferential statistics, where you'll use the normal distribution, the Central Limit Theorem, and hypothesis testing to draw conclusions about whole populations from sample data. Everything is applied in Microsoft Excel, so you're not just learning theory — you're building working spreadsheet models. Each module includes downloadable workbooks, toolbox summary references, and both practice and graded assignments to reinforce your skills step by step. The course closes with a final assignment that brings all four modules together, giving you the opportunity to demonstrate your full range of statistical and analytical skills in a single integrated Excel model. Who this is for: Students, business professionals, and anyone who works with data and wants to understand it more rigorously. No prior statistics or Excel expertise is required.

Навыки, которые вы освоите

Descriptive StatisticsStatistical InferenceStatistical Hypothesis TestingProbability DistributionBox PlotsStatistical AnalysisExcel FormulasStatisticsMicrosoft ExcelStatistical MethodsDescriptive AnalyticsData Visualization SoftwareData VisualizationVariance AnalysisSampling (Statistics)Data AnalysisData-Driven Decision-MakingProbability & StatisticsSpreadsheet SoftwareSample Size Determination

Программа курса

5 модулей · 64 учебных материалов

01Introduction to Statistics17 материалов

Welcome and Critical Information

Welcome to Statistics and Data Analysis with Excel: EssentialsВидеоCourse InformationЧтениеYour Learning Path - How the course is structuredЧтение

Introduction to Statistics

Introduction to Statistics and Measures of CentrednessВидео

Учитесь у экспертов

Assoc Prof Prashan S. M. Karunaratne

Associate Professor - Teaching & Leadership | SFHEA

Statistics and Data Analysis with Excel: Essentials
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≈ 12.1 ч

5 модулей

Язык: Английский

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

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Download the workbooksЧтение
Descriptive Statistics - Measures of CentrednessВидео
Formulas for Measures of CentrednessВидео
HistogramsВидео
At the end of this module - your final Excel file should look like thisЧтение
Toolbox Summary - Introduction to Data and AnalyticsЧтение
Toolbox Summary - Statistics and Analytics TerminologyЧтение
Toolbox Summary - Descriptive StatisticsЧтение
Why the Practice Assignment is after the Graded AssignmentЧтение
Test Yourself: Introduction to StatisticsЗадание
Introduction to Statistics - Practice for Final AssignmentЗадание
Optional Reading - Introduction to StatisticsЧтение
Making Sense of Your Data: Choosing the Right Statistical ApproachDIALOGUE
02Variance12 материалов
Measures of SpreadВидеоDownload the WorkbooksЧтениеDescriptive Statistics - Measures of SpreadВидеоFormulas for Measures of SpreadВидеоBoxplotsВидеоAt the end of this module - your final Excel file should look like thisЧтениеToolbox Summary - Summarising DataЧтениеToolbox Summary - Variance and SpreadЧтениеWhy the Practice Assignment is after the Graded AssignmentЧтениеTest Yourself: VarianceЗаданиеVariance - Practice for Final AssignmentЗаданиеOptional Reading - VarianceЧтение
03Normal Distribution12 материалов
The Normal DistributionВидеоDownload workbooks on Normal DistributionЧтениеNormal Distribution and ExcelВидеоStandard Normal Distribution and the Central Limit TheoremВидеоZ statistics versus t statisticsВидеоAt the end of this module - your final Excel file should look like thisЧтениеToolbox Summary - The Normal DistributionЧтениеToolbox Summary - The Central Limit TheoremЧтениеWhy the Practice Assignment is after the Graded AssignmentЧтениеTest Yourself: Normal Distribution ЗаданиеNormal Distribution - Practice for Final AssignmentЗаданиеOptional Reading - The Normal DistributionЧтение
04Statistical Inference15 материалов

Statistical Inference

Statistical InferenceВидеоDownload the Module 5 WorkbooksЧтениеSteps of Hypothesis TestingВидеоZ-test for a One Sample Hypothesis TestВидеоt-test for a One Sample Hypothesis TestВидеоAt the end of this module - your final Excel file should look like thisЧтениеToolbox Summary - Statistical InferenceЧтениеToolbox Summary - Hypothesis TestingЧтениеHypothesis Testing for One Sample TestsЧтениеWhy the Practice Assignment is after the Graded AssignmentЧтениеTest Yourself: Statistical InferenceЗаданиеStatistical Inference - Practice for Final AssignmentЗаданиеOptional Reading - Statistical InferenceЧтение

Course wrap up - Bringing it all together in one Final Assignment

Final Assignment - Excel Skills for Statistics and Data Analysis: EssentialsЗаданиеSummary of the Course and Next StepsЧтение
05Optional - Additional Excel Content to enhance your Excel Skills8 материалов
Optional Material - Excel Skills beyond StatisticsЧтениеChartingЧтениеData CleaningЧтениеVisualisation ToolsЧтениеNamed RangesЧтениеTablesЧтениеLogical and Lookup FunctionsЧтениеDashboardsЧтение