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Creating Impactful Data Visualizations with Generative AI · LearnSpace
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Creating Impactful Data Visualizations with Generative AI

Курс от Coursera
Средний≈ 5.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

1. Many believe that data visualization is just about making charts look pretty or adding colors to graphs. Others think that complex visuals always deliver deeper insights, or that anyone can create great visualizations with the right software. But here’s the reality: effective data visualization is about clarity, simplicity, and telling the right story without overwhelming your audience. Imagine being able to create visuals that not only look good but reveal key insights instantly – all with the power of Generative AI. [Grab the learners attention. This can be an interesting fact, statistic, or question that will engage the learner]. 2. This course will help you cut through these misconceptions and equip you with tools and techniques to create impactful, accurate, and ethical data visualizations in less time than ever before. [insert main outcome]. 3. By completing this course, you'll be able to use Generative AI to automate repetitive visualization tasks, create compelling data stories, and ensure ethical AI practices in your visualizations – skills you can start applying the very next day to make more insightful, efficient decisions in your work. [insert the tangible benefits of taking this course that learners would be able to apply the next day at work] 4. By the end of this 2-hour long course, you will be able to: - Recognize the key principles of using Generative AI in data visualization to enhance clarity and storytelling. - Apply Generative AI techniques and tools to automate common data visualization tasks, streamlining the development process. - Assess case studies to evaluate the effectiveness and ethical considerations of Generative AI in data visualization workflows.

Навыки, которые вы освоите

Data StorytellingGenerative AIResponsible AIMatplotlibSeabornPrompt EngineeringData PresentationInteractive Data VisualizationPlotlyAI literacyDecision IntelligenceData EthicsDashboardData Visualization Software

Программа курса

4 модулей · 21 учебных материалов

01Lesson 1: Introductory Lesson3 материалов
Welcome to the CourseВидеоCourse IntroductionЧтение Setting the Stage for Generative AI in Data VisualizationDIALOGUE
02Lesson 2: Building Clear Data Stories with Generative AI5 материалов

Учитесь у экспертов

Dr. Beju Rao

Преподаватель курса

Creating Impactful Data Visualizations with Generative AI
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Новые знания — в удобное для вас время.

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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 5.4 ч

4 модулей

Язык: Английский

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

Часть программы вашего университета
Introduction to Generative AI in Data VisualizationВидео
Key Principles of Effective Data Storytelling with Generative AIЧтение
Transforming Storytelling with AIВидео
Crafting Compelling Data Narratives with AIDIALOGUE
Generative AI in Data Stories QuizЗадание
03Lesson 3: Automating Visualizations with Generative AI7 материалов
Setting Up Accounts for Plotly Dash and Matplotlib/Seaborn (Optional Reading)ЧтениеAutomating Visualization Workflows with Generative AIВидеоUsing AI Prompts to Automate VisualizationsВидеоTips and Tricks for Effective Prompting in Generative AIЧтениеOptimizing Visualization Efforts with AI AutomationDIALOGUEAutomating Visuals with AI: Test Your SkillsЗаданиеAutomating Visualizations with Plotly Dash and Matplotlib/SeabornЛабораторная
04Lesson 4: Ensuring Ethical AI in Data Visualization6 материалов
Ethical and Practical Challenges in AI VisualizationsВидеоCase Study: AI-Powered Visualizations in ActionЧтениеKey TakeawaysЧтениеNavigating Ethics in AI-Powered VisualizationsDIALOGUEAI-Driven Visualization: Ethics and Automation QuizЗаданиеGraded QuizЗадание