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Analyze Data Using Essential Statistics for Analytics · LearnSpace
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Analyze Data Using Essential Statistics for Analytics

Курс от EDUCBA
Начальный≈ 6.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

By the end of this course, learners will be able to analyze datasets using fundamental statistical concepts, interpret different types of data, create meaningful visualizations, and apply appropriate sampling techniques for data-driven decision-making. Statistics Essentials for Analytics – Beginners is designed to build a strong statistical foundation for aspiring analysts, data professionals, and business learners with no prior background in statistics. The course progresses from core statistical concepts and data types to practical visualization techniques and sampling methodologies used in real-world analytics. Learners will explore variables, measurement scales, and graphical representations, followed by hands-on exposure to charts, histograms, scatter plots, and box plots using industry-relevant tools such as Excel and R. What makes this course unique is its balanced focus on conceptual clarity and practical application, reinforced through structured lessons, quizzes, and graded assessments. Each module is carefully aligned to analytics workflows, ensuring learners not only understand statistical theory but can also apply it confidently to real datasets. Upon completion, learners will gain the statistical literacy required to interpret data accurately, communicate insights effectively, and build a strong foundation for advanced analytics and data science learning paths.

Навыки, которые вы освоите

Sampling (Statistics)StatisticsBox PlotsData AnalysisStatistical SoftwareDescriptive StatisticsStatistical VisualizationStatistical AnalysisBusiness AnalyticsStatistical ProgrammingPlot (Graphics)Data VisualizationProbability & StatisticsData Analysis SoftwareStatistical MethodsData Visualization SoftwareAnalyticsData PresentationData LiteracyExploratory Data Analysis

Программа курса

3 модулей · 35 учебных материалов

01Foundations of Statistics and Data Types13 материалов

Getting Started with Statistics

Introduction to Elements of StatisticsВидеоRandom Numbers in ExcelВидеоGetting Started with StatisticsЗадание

Understanding Variables and Measurement Scales

Variables and Types of VariablesВидео

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EDUCBA

Преподаватель курса

Analyze Data Using Essential Statistics for Analytics
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Обучение на Coursera

≈ 6.2 ч

3 модулей

Язык: Английский

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

Часть программы вашего университета
Quantitative and QualitativeВидео
Understanding Ordinal ScaleВидео
Understanding Variables and Measurement ScalesЗадание

Introduction to Graphical Representation

Different Graphical TechniquesВидеоExamples on Graphical RepresentationВидеоIntroduction to Graphical RepresentationЗаданиеInterpreting Data Foundations: Variables, Scales, and Visual InsightsDIALOGUEFoundations of Statistics and Data TypesЗаданиеClassifying Data and Choosing the Right Visual RepresentationDIALOGUE
02Visualizing Data Using Charts and Plots11 материалов

Creating Charts Using R

Bar Chart using R SoftwareВидеоPie Chart using R SoftwareВидеоCreating Charts Using RЗадание

Exploring Data Distribution

Entering Values to VariablesВидеоIllustration on Using Box PlotВидеоHistogram Bar GraphВидеоExploring Data DistributionЗадание

Advanced Visual Analysis

Examples on Histogram using RВидеоPlotting the Scatter PlotВидеоAdvanced Visual AnalysisЗаданиеVisualizing Data Using Charts and PlotsЗадание
03Sampling Techniques and Data Collection11 материалов

Basics of Sampling

Different types of Sampling TechniquesВидеоDrawing Sample in RВидеоBasics of SamplingЗадание

Sampling Methods in Detail

Different Types of Sampling TechniqueВидеоDifferent Types of Sampling Technique ContinueВидеоSampling Methods in DetailЗадание

Probability vs Non-Probability Sampling

Probability SamplingВидеоNon-Probability SamplingВидеоProbability vs Non-Probability SamplingЗаданиеSampling Techniques and Data CollectionЗаданиеEnd-to-End Statistical Analysis for an Analytics ProjectDIALOGUE