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Assessments

20 assignments

Taught in English

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Build your Data Analysis expertise

This course is part of the Microsoft Generative AI for Data Analysis Professional Certificate

When you enroll in this course, you'll also be enrolled in this Professional Certificate.

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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 videosTotal 49 minutes

The data whisperer: Unveiling stories hidden in numbers2 minutesPreview module
The art of visual storytelling6 minutes
Types of data visualizations5 minutes
Beyond bar charts and pie charts: Exploring creative visualization options with AI6 minutes
The AI-powered visualization revolution2 minutes
AI-powered visualization platforms7 minutes
Data storytelling with AI: captivating your audience2 minutes
Demo: Crafting visual stories with AI4 minutes
Choosing the right visualization5 minutes
Dashboard design essentials6 minutes

10 readingsTotal 95 minutes

Data Visualization and Reporting with Generative AI syllabus5 minutes
GenAI Tools for Data Analysis: A Practical Guide10 minutes
The data storytelling playbook10 minutes
How Generative AI is transforming data storytelling10 minutes
Ethical considerations in AI-generated visualizations10 minutes
Case study: AI-powered storytelling10 minutes
Building a dashboard with AI10 minutes
The future of AI in dashboard creation10 minutes
The interactive dashboard adventure10 minutes
Dashboard usability and accessibility10 minutes

5 assignmentsTotal 105 minutes

Activity: Creating a visual story with AI30 minutes
Interactive dashboards with generative AI30 minutes
Fundamentals of data visualization15 minutes
Generative AI in data visualization15 minutes
Utilizing generative AI for effective communication15 minutes

1 discussion promptTotal 30 minutes

Data visualization and reporting with Generative AI30 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 videosTotal 55 minutes

Dashboard dilemmas: Avoiding design disasters2 minutesPreview module
Dashboard design principles5 minutes
Layout and information hierarchy5 minutes
User-centric dashboard design5 minutes
The AI dashboard: Automating creation with a click2 minutes
Generative AI for dashboard automation5 minutes
Integrating AI into your dashboard workflow6 minutes
Mobile-first dashboards: Designing for the small screen with AI5 minutes
Customizing your data story2 minutes
Customization techniques5 minutes
The dashboard detective: Uncovering user insights with AI2 minutes
Beyond clicks: Interpreting AI-driven dashboard feedback5 minutes

6 readingsTotal 60 minutes

Dashboard design mistakes to avoid10 minutes
Benefits and challenges of AI-driven dashboard creation10 minutes
Why personalized dashboards matter10 minutes
Personalization in dashboard design10 minutes
AI-powered dashboard analytics10 minutes
The role of AI in dashboard improvement10 minutes

5 assignmentsTotal 105 minutes

Assessing dashboard effectiveness with AI30 minutes
Dashboard design essentials15 minutes
Generative AI and dashboard automation fundamentals15 minutes
Your AI dashboard assistant30 minutes
Customizing dashboards for accessibility and impact15 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 videosTotal 55 minutes

Dashboard design disasters2 minutesPreview module
Beyond the basics: Advanced visualizations6 minutes
Choosing the perfect visual: A data analyst's dilemma1 minute
AI-powered visualization: Enhancing clarity and impact2 minutes
Demo: AI-assisted visualization creation5 minutes
Designing for impact: Making your visualizations memorable6 minutes
Visual clarity and accessibility5 minutes
Demo: Designing for accessibility5 minutes
Visual storytelling for diverse audiences5 minutes
The power of accessible design2 minutes
Unveiling insights through visualization2 minutes
The right tool for the job5 minutes
Demo: AI-powered visualization comparison4 minutes

5 readingsTotal 50 minutes

When to use advanced visualizations10 minutes
Best practices for AI visualization design10 minutes
Collaborative AI: Human-AI partnerships in visualization design10 minutes
Inclusive data visualization10 minutes
Case study: Visualization selection with AI10 minutes

5 assignmentsTotal 105 minutes

Comparing and contrasting data visualization30 minutes
Matching visualizations to data scenarios15 minutes
Optimizing visualizations with AI15 minutes
Designing accessible and inclusive visualizations15 minutes
Activity: AI-powered visualization comparison30 minutes

Produce comprehensive reports with generative AI, seamlessly integrating data, insights, and actionable recommendations to inform stakeholders and drive decision-making.