AI for Data Analysis and Visualization | One-day Workshop | Online
About this workshop
You will need a paid subscription to ChatGPT for this workshop. See the "Preparation" section below for more details.
Are you tired of spending hours in spreadsheets every week? This seven hour workshop will teach you how to get the same work done in minutes using Generative AI for data analysis and visualizations.
To kick it off, we’ll talk about the importance of learning AI — regardless of your role or industry — and best practices for recognizing and mitigating bias when using large language models (LLMs).
Next, you'll get your hands dirty developing and testing prompts, performing exploratory analysis, and applying AI techniques to identify trends and insights from your data — then use those insights to make more informed decisions.
Once you’ve got the basics of analysis with AI down, we’ll identify the tools and techniques for creating compelling visuals, and apply prompt and refinement techniques to generate interactive data visualizations. You’ll even use ChatGPT to build a downloadable dashboard.
By the end of this workshop, you’ll have the tools and techniques under your belt to take your work — no matter what it is — to the next level using AI for data analysis.
Please Note: Registration for this workshop will close 48 hours before the scheduled start date.
Takeaways
- Analyze the impact of Generative AI on various industries and business functions.
- Examine the strengths of AI — like automation and augmentation — and learn best practices to mitigate limitations around reasoning, awareness, and biases.
- Develop and test different prompting strategies to improve the results of Generative AI models.
- Identify the different capabilities of ChatGPT for Data Analysis, and use ChatGPT to perform exploratory data analysis and identify trends and insights
- Apply prompt and refinement techniques to generate interactive data visualizations.
- Use ChatGPT to build a downloadable dashboard of your visualizations.
Prereqs & Preparation
- You’ll need access to a paid Pro LLM like the following:
- No prior knowledge of generative AI is necessary, however a basic understanding of data analysis will be helpful.
- Look out for an email one day before, and two hours before the workshop begins with the Zoom link. If you don’t see the email, please reach out to help@ga.co and we’ll get you set up ASAP.
- There is no certificate for completing this workshop.
