Data Visualization and Reporting with Generative AI
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Data Visualization and Reporting with Generative AI
This course is part of Microsoft Generative AI for Data Analysis Professional Certificate
Instructor: Microsoft
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There are 4 modules in this course
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.
Develop compelling data narratives through effective visualizations, leveraging generative AI tools to streamline the creation process and enhance audience engagement.
What's included
10 videos10 readings5 assignments1 discussion prompt
10 videos•Total 50 minutes
- The data whisperer: Unveiling stories hidden in numbers•2 minutes
- The art of visual storytelling•6 minutes
- Types of data visualizations•6 minutes
- Beyond bar charts and pie charts: Exploring creative visualization options with AI•6 minutes
- The AI-powered visualization revolution•2 minutes
- AI-powered visualization platforms•7 minutes
- Data storytelling with AI: captivating your audience•3 minutes
- Demo: Crafting visual stories with AI•5 minutes
- Choosing the right visualization•6 minutes
- Dashboard design essentials•6 minutes
10 readings•Total 95 minutes
- Data Visualization and Reporting with Generative AI syllabus•5 minutes
- GenAI Tools for Data Analysis: A Practical Guide•10 minutes
- The data storytelling playbook•10 minutes
- How Generative AI is transforming data storytelling•10 minutes
- Ethical considerations in AI-generated visualizations•10 minutes
- Case study: AI-powered storytelling•10 minutes
- Building a dashboard with AI•10 minutes
- The future of AI in dashboard creation•10 minutes
- The interactive dashboard adventure•10 minutes
- Dashboard usability and accessibility•10 minutes
5 assignments•Total 105 minutes
- Activity: Creating a visual story with AI•30 minutes
- Interactive dashboards with generative AI•30 minutes
- Fundamentals of data visualization•15 minutes
- Generative AI in data visualization•15 minutes
- Utilizing generative AI for effective communication•15 minutes
1 discussion prompt•Total 30 minutes
- Data visualization and reporting with Generative AI•30 minutes
Design and build interactive dashboards that provide meaningful insights, utilizing generative AI for automation and customization for a better user experience.
What's included
12 videos6 readings5 assignments
12 videos•Total 55 minutes
- Dashboard dilemmas: Avoiding design disasters•2 minutes
- Dashboard design principles•5 minutes
- Layout and information hierarchy•6 minutes
- User-centric dashboard design•6 minutes
- The AI dashboard: Automating creation with a click•2 minutes
- Generative AI for dashboard automation•6 minutes
- Integrating AI into your dashboard workflow•6 minutes
- Mobile-first dashboards: Designing for the small screen with AI•6 minutes
- Customizing your data story•2 minutes
- Customization techniques•6 minutes
- The dashboard detective: Uncovering user insights with AI•2 minutes
- Beyond clicks: Interpreting AI-driven dashboard feedback•6 minutes
6 readings•Total 60 minutes
- Dashboard design mistakes to avoid•10 minutes
- Benefits and challenges of AI-driven dashboard creation•10 minutes
- Why personalized dashboards matter•10 minutes
- Personalization in dashboard design•10 minutes
- AI-powered dashboard analytics•10 minutes
- The role of AI in dashboard improvement•10 minutes
5 assignments•Total 105 minutes
- Assessing dashboard effectiveness with AI•30 minutes
- Dashboard design essentials•15 minutes
- Generative AI and dashboard automation fundamentals•15 minutes
- Your AI dashboard assistant•30 minutes
- Customizing dashboards for accessibility and impact•15 minutes
Develop expertise in advanced visualization techniques with generative AI to create visually appealing and insightful data representations tailored to diverse audiences.
What's included
13 videos5 readings5 assignments
13 videos•Total 56 minutes
- Dashboard design disasters•2 minutes
- Beyond the basics: Advanced visualizations•6 minutes
- Choosing the perfect visual: A data analyst's dilemma•2 minutes
- AI-powered visualization: Enhancing clarity and impact•2 minutes
- Demo: AI-assisted visualization creation•5 minutes
- Designing for impact: Making your visualizations memorable•6 minutes
- Visual clarity and accessibility•6 minutes
- Demo: Designing for accessibility•5 minutes
- Visual storytelling for diverse audiences•6 minutes
- The power of accessible design•2 minutes
- Unveiling insights through visualization•2 minutes
- The right tool for the job•6 minutes
- Demo: AI-powered visualization comparison•5 minutes
5 readings•Total 50 minutes
- When to use advanced visualizations•10 minutes
- Best practices for AI visualization design•10 minutes
- Collaborative AI: Human-AI partnerships in visualization design•10 minutes
- Inclusive data visualization•10 minutes
- Case study: Visualization selection with AI•10 minutes
5 assignments•Total 105 minutes
- Comparing and contrasting data visualization•30 minutes
- Matching visualizations to data scenarios•15 minutes
- Optimizing visualizations with AI•15 minutes
- Designing accessible and inclusive visualizations•15 minutes
- Activity: AI-powered visualization comparison•30 minutes
Produce comprehensive reports with generative AI, seamlessly integrating data, insights, and actionable recommendations to inform stakeholders and drive decision-making.
What's included
16 videos6 readings5 assignments
16 videos•Total 79 minutes
- The report's journey: From data to decision•6 minutes
- Report anatomy•6 minutes
- Your report's first impression•6 minutes
- Bringing reports to life•6 minutes
- Enhancing report structure with AI-driven insights•6 minutes
- The AI report generator•2 minutes
- Demo: AI-powered report generation•3 minutes
- Overcoming challenges in AI-assisted report creation•6 minutes
- Benefits and limitations of AI report automation•6 minutes
- From data to decisions: AI's insights engine•2 minutes
- Demo: AI-powered insights generation•5 minutes
- The AI Translator•6 minutes
- Guiding choices with AI-powered insights•2 minutes
- Templates for success•6 minutes
- Demo: Building custom report templates•5 minutes
- Developing customized report templates•6 minutes
6 readings•Total 60 minutes
- Report writing best practices•10 minutes
- Types of reports•10 minutes
- AI for report automation: A game changer•10 minutes
- AI for data analysis and insights•10 minutes
- Template design best practice•10 minutes
- The future of AI in report customization•10 minutes
5 assignments•Total 105 minutes
- Activity: Automating a Simple Report with AI•30 minutes
- Report development with generative AI•30 minutes
- Key elements of a well-structured report•15 minutes
- Automating report generation with generative AI•15 minutes
- Generating insights with AI•15 minutes
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Reviewed on Jun 29, 2025
Very good with demo and concise points for learning.
Reviewed on Dec 18, 2024
More emphasis on hands on experience would have enhanced the value of this course.
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