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Foundations of Data Analytics and Visualization · LearnSpace
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Foundations of Data Analytics and Visualization

Курс от John Wiley & Sons
Начальный≈ 9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course introduces core principles of data analytics and visualization, emphasizing their importance in interpreting and presenting data for actionable business insights. Learners gain foundational skills to understand big data, data lakes, and the elements of data science for professional applications. Participants improve their ability to analyze and manage data using Excel, SQL, and Power BI. The course guides learners through practical exercises in preparing, modeling, and visualizing data to support informed decision-making and effective storytelling. The course combines theoretical concepts with real-world examples, offering step-by-step guidance in Power BI visualization, data modeling, and complex table and chart management. This hands-on approach ensures learners can immediately apply skills in professional settings. Beginners, business professionals, and aspiring analysts will benefit from this course. No prior experience is required, but familiarity with basic software usage is helpful for smoother learning. This course is part one of a three-course Specialization designed to provide a comprehensive learning pathway in this subject area. While it delivers standalone value and practical skills, learners seeking a more integrated and in-depth progression may benefit from completing the full Specialization. From Data Analytics & Visualization All-in-One For Dummies Copyright © 2024 by John Wiley & Sons, Inc., Hoboken, New Jersey Used by arrangement with John Wiley & Sons, Inc.

Навыки, которые вы освоите

Business IntelligencePower BIMicrosoft ExcelData PresentationData VisualizationDatabase TheoryData AnalysisPivot Tables And ChartsData-Driven Decision-MakingData LakesData ManagementData ModelingData Visualization SoftwareDashboardPython ProgrammingDatabasesData StorytellingDatabase DesignAnalyticsDashboard Creation

Программа курса

13 модулей · 87 учебных материалов

01Exploring Definitions and Roles5 материалов

Unpacking Data Types, BI Tools, and Data Management Essentials

OverviewВидеоIntroductionЧтениеDiscovering Business IntelligenceЧтениеExploring Data ManagementЧтение

Учитесь у экспертов

Wiley Skills Network

Преподаватель курса

Foundations of Data Analytics and Visualization
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Обучение на Coursera

≈ 9 ч

13 модулей

Язык: Английский

Часть программы вашего университета
Data Fundamentals and Business ApplicationsЗадание
02Delving into Big Data9 материалов

Unpacking Big Data: From Raw Information to Strategic Insights

OverviewВидеоIntroductionЧтениеDecision-makingЧтениеInsight managementЧтениеBest Practice: Defining Big Data and the Big Three VЧтениеDealing with data varietyЧтениеWelcome to the zettabyte eraЧтениеIdentifying Important Data SourcesЧтениеBig Data Fundamentals and Strategic ImplicationsЗадание
03Understanding Data Lakes5 материалов

Diving Deep into Data Lakes: Concepts, Scalability, and Data Diversity

OverviewВидеоIntroductionЧтениеExpanding the Data LakeЧтениеDifferent Types of DataЧтениеData Lake FundamentalsЗадание
04Wrapping Your Head Around Data Science10 материалов

From Raw Data to Insight: Essential Tools and Techniques in Data Science

OverviewВидеоIntroductionЧтениеApplying mathematical modeling to data science tasksЧтениеChoosing the Best Tools for Your Data Science StrategyЧтениеKnowing all about the keysЧтениеNormalizing your databaseЧтениеNarrowing the Focus with SQL FunctionsЧтениеMaking Life Easier with ExcelЧтениеReformatting and summarizing with PivotTablesЧтениеUnderstanding Data Science and Spreadsheet FundamentalsЗадание
05Telling Powerful Stories with Data Visualization8 материалов

Crafting Audience-Centered Visual Narratives

OverviewВидеоIntroductionЧтениеDesigning to Meet the Needs of Your Target AudienceЧтениеPicking the Most Appropriate Design StyleЧтениеStandard chart graphicsЧтениеStatistical plotsЧтениеSpatial plots and mapsЧтениеMastering Data Visualization TechniquesЗадание
06Power BI Foundations6 материалов

Navigating Power BI: Tools, Collaboration, and Visual Storytelling

OverviewВидеоIntroductionЧтениеInterpreting data with Power Q&AЧтениеWorkspacesЧтениеDashboardsЧтениеPower BI Foundations ReviewЗадание
07The Quick Tour of Power BI7 материалов

From Data to Dashboard: Navigating Power BI Essentials

OverviewВидеоIntroductionЧтениеFiles or databases?ЧтениеAnalyzing dataЧтениеServices: Far and WideЧтениеWorking with dashboardsЧтениеPower BI FundamentalsЗадание
08Prepping Data for Visualization7 материалов

Mastering Data Preparation for Effective Power BI Visualizations

OverviewВидеоIntroductionЧтениеManaging Data Source SettingsЧтениеStorage and Connection ModesЧтениеWorking with relational data sourcesЧтениеCleansing, Transforming, and Loading Your DataЧтениеPreparing Data for Effective VisualizationЗадание
09Tweaking Data for Primetime6 материалов

Mastering Data Cleansing and Transformation for Power BI Success

OverviewВидеоIntroductionЧтениеEvaluating and Transforming Column Data TypesЧтениеShaping your column data to meet Power Query requirementsЧтениеConfiguring Queries for Data LoadingЧтениеMastering Data Preparation in Power QueryЗадание
10Designing and Deploying Data Models6 материалов

Mastering Data Modeling and Transformation in Power BI

OverviewВидеоIntroductionЧтениеImporting queriesЧтениеManaging tablesЧтениеAdding and modifying data to imported, DirectQuery, and composite modelsЧтениеData Modeling Fundamentals and PracticesЗадание
11Tackling Visualization Basics in Power BI7 материалов

Bringing Data to Life: Essential Power BI Visualization Techniques

OverviewВидеоIntroductionЧтениеFiltering dataЧтениеUsing basic Line charts and Area chartsЧтениеScattering with Scatter chartsЧтениеIndicating with indicatorsЧтениеPower BI Visualization FundamentalsЗадание
12Digging into Complex Visualization and Table Data6 материалов

Mastering Interactive Dashboards and AI-Powered Insights in Power BI

OverviewВидеоIntroductionЧтениеUsing AI Tools to Create Questions and AnswersЧтениеExporting reportsЧтениеDiving into DashboardsЧтениеExploring Advanced Data Visualization and ReportingЗадание
13Sharing and Collaborating with Power BI5 материалов

Mastering Collaborative Workspaces and Data Sharing in Power BI

OverviewВидеоIntroductionЧтениеSlicing and Dicing DataЧтениеTroubleshooting the Use of Data LineageЧтениеPower BI Collaboration and Data ManagementЗадание