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Descriptive Statistics and Data Visualization · LearnSpace
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Descriptive Statistics and Data Visualization

Курс от Coursera
Средний≈ 16.8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

In Descriptive Statistics and Data Visualization, you’ll learn to explore datasets with code and turn findings into targeted visuals that drive clear decisions. This is a skill-based path organized around real analyst job tasks. You’ll start with a quick check of what you already know, then focus on the skills you want to strengthen. Skip topics you’ve mastered and dive deeper where you need practice. Each lesson is curated from expert instructors so every step builds a concrete workplace skill. Using Python (pandas, seaborn/matplotlib), you’ll perform exploratory data analysis (EDA), compute and interpret measures of central tendency and dispersion, summarize categorical variables with frequency analysis, and create exploratory charts. In Tableau, you’ll identify the right chart for a question and build comparison visuals that stack KPIs against targets and across business segments. By the end, you can explore data reproducibly, summarize results clearly, and design targeted visuals including skills that map to responsibilities in roles like Data Analyst, Business Intelligence Analyst, Reporting Analyst, and Operations Analyst.

Навыки, которые вы освоите

Data PresentationData VisualizationStatistical AnalysisDashboard CreationData-Driven Decision-MakingTableau SoftwarePerformance AnalysisData AnalysisBusiness AnalyticsAnalysisDashboardMatplotlibStatistical ReportingData StorytellingPlot (Graphics)Exploratory Data AnalysisStatistical VisualizationDescriptive StatisticsDescriptive AnalyticsSeaborn

Программа курса

4 модулей · 49 учебных материалов

01Start Here: Get Oriented and Check Your Skills4 материалов

How This Skill-Based Course Works

Start Here: How This Skill-Based Course WorksЧтениеSkill Diagnostic: Find Your Recommended Starting PointЗадание

Demonstrate Your Skills

Skill Assessment Task 1: Explore and Summarize Data with CodeЗаданиеSkill Assessment Task 2: Identify and Build Targeted Visualizations

Учитесь у экспертов

Professionals from the Industry

Преподаватель курса

Descriptive Statistics and Data Visualization
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

≈ 16.8 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Узбекский, Немецкий, Испанский, Казахский

Часть программы вашего университета
Задание
02Job Task 1: Explore and Summarize Data with Code22 материалов

Job Skill: Apply measures of central tendency and dispersion to summarize dataset variables

Data AnalysisВидеоTop 5 Pandas Tricks You Don’t Know About ЧтениеData Analysis Gone Wrong: Don't Make These 3 Common Mistakes! ЧтениеDive Deep into Data Analytics: Mastering the 4 Levels with Real-Life Examples ЧтениеYour Turn! Practice Assignment ЗаданиеApplying Python for Data AnalysisЗадание

Job Skill: Apply a visualization tool to create charts for statistical exploration

Data AnalysisВидеоData Visualization Part 1 ВидеоData Visualization Part 2ВидеоDive Deep into Data Analytics: Mastering the 4 Levels with Real-Life Examples ЧтениеTop 5 Pandas Tricks You Don’t Know About ЧтениеYour Turn! Practice Assignment Задание

Job Skill: Apply frequency analysis to summarize the distribution of categorical data

Data Frames and Series ВидеоData Manipulation ВидеоData AnalysisВидеоData Visualization Part 1 ВидеоData Visualization Part 2ВидеоTop 5 Pandas Tricks You Don’t Know About Чтение

Job Task 1 Practice Assessment: Explore and Summarize Data with Code

Practice Your Skills: Explore and Summarize Data with CodeЗадание
03Job Task 2: Identify and Build Targeted Visualizations21 материалов

Job Skill: Identify the appropriate chart type for a given analytical purpose

The Four Families of VisualizationВидеоHow to Match a Chart to Your Goal?ВидеоA Deeper Dive into Chart FamiliesЧтение Hands-On Learning: Chart Selection ChallengeЗаданиеKnowledge Check: Chart Selection & Visualization MatchingЗадание

Job Skill: Compare a performance metric against targets or across business segments

Foundations of Calculations in Tableau: From Basic Math to Table CalculationsЧтениеMastering Calculations in TableauВидеоBasic and Table Calculation ExercisesЛабораторнаяKnowledge Check: Calculation FundamentalsЗаданиеMastering Level of Detail (LOD) Expressions: Beyond Basic CalculationsЧтениеAdvanced Calculation Techniques in Tableau: Mastering LOD ExpressionsВидеоAdvanced Calculation LabЛабораторнаяBuilding Your First VisualizationsВидеоBasic Visualization LabЛабораторнаяKnowledge Check: Visualization FundamentalsЗаданиеSpecialized Visualizations in TableauЧтениеAdvanced Charting TechniquesВидеоSpecialized Visualization LabЛабораторнаяAdvanced Analytics With Tableau ChallengeЛабораторнаяModule 2 Graded AssessmentЗадание

Job Task 2 Practice Assessment: Identify and Build Targeted Visualizations

Practice Your Skills: Identify and Build Targeted VisualizationsЗадание
04Wrap Up: Review Your Skill Achievement and Choose Your Next Path2 материалов

Summarize and Share Your Skills

Turn Your Assessment Work into Career Talking PointsЧтение

Continue Your Skill Journey

Continue Your Skill JourneyЧтение
Applying Python for Data AnalysisЗадание
Your Turn! Practice Assignment Задание
Applying Python for Data AnalysisЗадание