Creating Impactful Data Visualizations with Generative AI

Overview

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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.

Syllabus

Lesson 1: Introductory Lesson

In this introductory video, you will get an overview of what this course covers, the key skills you will gain, and the prerequisite knowledge that will help you make the most of it. You will also learn about the tools you need to get started and how this course will guide you in using Generative AI to automate data visualization, streamline workflows, and create interactive, production-ready visuals with ease.

Lesson 2: Building Clear Data Stories with Generative AI

In this lesson, you will discover how Generative AI can automate repetitive data visualization tasks, helping you create visuals on demand with ease. You will learn how to streamline workflows, save time, and generate interactive, production-ready results. And to reinforce your learning, you will have a practice quiz along the way!

Lesson 3: Automating Visualizations with Generative AI

In this lesson, you will get hands-on with Generative AI to automate data visualization tasks. You will work with Plotly Dash and Matplotlib/Seaborn to create both static and interactive visuals—faster and more efficiently than ever before. You will see how AI streamlines repetitive tasks, automates workflows, and boosts productivity. And to reinforce your learning, you will finish with a practice quiz.

Lesson 4: Ensuring Ethical AI in Data Visualization

In this lesson, you’ll dive into real-world case studies that show how Generative AI transforms data visualization. You’ll see the benefits, tackle the challenges, and unpack the ethical side of things. Then, you’ll put your skills to the test with a hands-on lab activity. And to reinforce your learning, you will finish with a practice quiz.