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Data Visualization and Reporting with Generative AI · LearnSpace
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Data Visualization and Reporting with Generative AI

Курс от Microsoft
Средний≈ 15.9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course focuses on creating impactful data visualizations and interactive dashboards that effectively communicate complex insights. You'll learn to leverage AI-assisted tools to design visually stunning charts, graphs, and infographics that bring your data to life. The course covers advanced techniques for dashboard creation, enabling you to build dynamic, user-friendly interfaces for data exploration. By the end of this course, you'll be able to: - Explore and prepare datasets for visualization using generative AI, identifying key insights, patterns, and trends relevant to business objectives. - Create a variety of compelling and interactive data visualizations tailored to specific audiences and business needs, utilizing generative AI tools. - Produce detailed and structured reports that effectively summarize data insights, incorporating visualizations, narratives, and recommendations to drive decision-making with the assistance of generative AI. - Communicate complex data insights effectively to diverse audiences, using storytelling techniques, such as narratives, metaphors, and visual cues, to drive business impact.

Навыки, которые вы освоите

Generative AIData StorytellingInteractive Data VisualizationDashboard CreationData PresentationDashboardResponsible AIStorytellingData Visualization SoftwareReport WritingData EthicsWeb Content Accessibility GuidelinesStatistical VisualizationInfographicsData-Driven Decision-MakingData Visualization

Программа курса

4 модулей · 99 учебных материалов

01Storytelling with data and visualization techniques26 материалов

Fundamental principles of data visualization and storytelling

Data Visualization and Reporting with Generative AI syllabusЧтениеGenAI Tools for Data Analysis: A Practical GuideЧтениеThe data whisperer: Unveiling stories hidden in numbersВидеоThe art of visual storytellingВидео

Учитесь у экспертов

Microsoft

Преподаватель курса

Data Visualization and Reporting with Generative AI
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в новой вкладке

Обучение на Coursera

≈ 15.9 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Узбекский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Вьетнамский, Нидерландский, Корейский, Немецкий, Пушту, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Хинди, Японский, Казахский, Венгерский, Польский

Часть программы вашего университета
Types of data visualizationsВидео
The data storytelling playbookЧтение
Beyond bar charts and pie charts: Exploring creative visualization options with AIВидео
Fundamentals of data visualizationЗадание
Data visualization and reporting with Generative AIОбсуждение

Role of generative AI in data visualization

How Generative AI is transforming data storytellingЧтениеThe AI-powered visualization revolutionВидеоAI-powered visualization platformsВидеоEthical considerations in AI-generated visualizationsЧтениеGenerative AI in data visualizationЗадание

Using generative AI for effective communication

Data storytelling with AI: captivating your audienceВидеоDemo: Crafting visual stories with AIВидеоChoosing the right visualizationВидеоCase study: AI-powered storytellingЧтениеUtilizing generative AI for effective communicationЗаданиеActivity: Creating a visual story with AIЗадание

Interactive dashboards with generative AI

Dashboard design essentialsВидеоBuilding a dashboard with AIЧтениеThe future of AI in dashboard creationЧтениеThe interactive dashboard adventureЧтениеDashboard usability and accessibilityЧтениеInteractive dashboards with generative AIЗадание
02Dashboard creation23 материалов

Best practices for dashboard design and layout

Dashboard dilemmas: Avoiding design disastersВидеоDashboard design principlesВидеоDashboard design mistakes to avoidЧтениеLayout and information hierarchyВидеоUser-centric dashboard designВидеоDashboard design essentialsЗадание

Generative AI and dashboard automation

The AI dashboard: Automating creation with a clickВидеоGenerative AI for dashboard automationВидеоBenefits and challenges of AI-driven dashboard creationЧтениеIntegrating AI into your dashboard workflowВидеоGenerative AI and dashboard automation fundamentalsЗаданиеMobile-first dashboards: Designing for the small screen with AIВидеоYour AI dashboard assistantЗадание

Customizing and adapting dashboards with AI

Customizing your data storyВидеоWhy personalized dashboards matterЧтениеCustomization techniquesВидеоPersonalization in dashboard designЧтениеCustomizing dashboards for accessibility and impactЗадание

Assessing dashboard effectiveness with AI feedback

The dashboard detective: Uncovering user insights with AIВидеоAI-powered dashboard analyticsЧтениеBeyond clicks: Interpreting AI-driven dashboard feedbackВидеоThe role of AI in dashboard improvementЧтениеAssessing dashboard effectiveness with AIЗадание
03Advanced visualization strategies23 материалов

Exploring advanced visualization techniques

Dashboard design disastersВидеоBeyond the basics: Advanced visualizationsВидеоWhen to use advanced visualizationsЧтениеChoosing the perfect visual: A data analyst's dilemmaВидеоMatching visualizations to data scenariosЗадание

Leveraging generative AI for optimization

AI-powered visualization: Enhancing clarity and impactВидеоDemo: AI-assisted visualization creationВидеоBest practices for AI visualization designЧтениеDesigning for impact: Making your visualizations memorableВидеоCollaborative AI: Human-AI partnerships in visualization designЧтениеOptimizing visualizations with AIЗадание

Enhancing visual appeal and accessibility

Visual clarity and accessibilityВидеоDemo: Designing for accessibilityВидеоVisual storytelling for diverse audiencesВидеоInclusive data visualizationЧтениеThe power of accessible designВидеоDesigning accessible and inclusive visualizationsЗадание

Comparing and contrasting visualization options

Unveiling insights through visualizationВидеоThe right tool for the jobВидеоDemo: AI-powered visualization comparisonВидеоCase study: Visualization selection with AIЧтениеActivity: AI-powered visualization comparisonЗаданиеComparing and contrasting data visualizationЗадание
04Report development27 материалов

Key elements of a well-structured report

The report's journey: From data to decisionВидеоReport anatomyВидеоYour report's first impressionВидеоBringing reports to lifeВидеоReport writing best practicesЧтениеTypes of reportsЧтениеEnhancing report structure with AI-driven insightsВидеоKey elements of a well-structured reportЗадание

Automating report generation with generative AI

The AI report generatorВидеоDemo: AI-powered report generationВидеоOvercoming challenges in AI-assisted report creationВидеоBenefits and limitations of AI report automationВидеоAI for report automation: A game changerЧтениеAutomating report generation with generative AIЗадание

Generating insights and recommendations with AI

From data to decisions: AI's insights engineВидеоDemo: AI-powered insights generationВидеоAI for data analysis and insightsЧтениеThe AI TranslatorВидеоGuiding choices with AI-powered insightsВидеоGenerating insights with AIЗадание

Developing customized report templates

Templates for successВидеоDemo: Building custom report templatesВидеоDeveloping customized report templatesВидеоTemplate design best practiceЧтениеThe future of AI in report customizationЧтениеReport development with generative AIЗадание
Activity: Automating a Simple Report with AIЗадание