Data
$350 USD each
Online
Tuesday, 21 May, 2024
6
–
9
pm
EDT
AI for Data Analysis and Visualization | Two-day Evening Workshop
About This Workshop
Tech it to the Next Level is Now Extended. Use TECHIT200 at checkout to take $200 off the cost of a 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? Over two live, three-hour sessions, you'll learn 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 24 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.
Schedule
May
21
Day 1
Tuesday
6
–
9
pm
EDT
May
23
Day 2
Thursday
6
–
9
pm
EDT
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.
About the Instructor
Greg Baker
Director, Institute for Open Systems Technologies
Greg Baker runs a consulting company specialising in natural language processing problems with clients ranging from startups to large enterprises. In the past he has built a startup to achieve a successful exit, was the CTO for Daisee and has worked with Google, Atlassian and CSIRO (where he nearly prevented WiFi from being invented).
Despite working on a PhD at Macquarie University, he takes a practical, hands-on approach to teaching Data Science at General Assembly and takes pride in making the complex simple for his students.
He is the author of several books and film scores, and wrote some of the terms of the USA - Australian free trade agreement.
In recognition of his exemplary service in the classroom, Greg has been selected as a member of General Assembly's Distinguished Faculty program.
Refund Policy
We understand that, sometimes, plans change. If you can no longer make it to a class or workshop, please email us at least 7 days before the scheduled event date. No refunds will be given to cancellations made within a week of the class or workshop.
Community Code of Conduct
Your registration for or attendance at any General Assembly offering indicates your agreement to abide by this Community Code of Conduct policy and its terms.
.%0D%0A%0D%0ANext,%20you'll%20get%20your%20hands%20dirty%20developing%20and%20testing%20prompts,%20performing%20exploratory%20analysis,%20and%20applying%20AI%20techniques%20to%20identify%20trends%20and%20insights%20from%20your%20data%20%E2%80%94%20then%20use%20those%20insights%20to%20make%20more%20informed%20decisions.%0D%0A%0D%0AOnce%20you%E2%80%99ve%20got%20the%20basics%20of%20analysis%20with%20AI%20down,%20we%E2%80%99ll%20identify%20the%20tools%20and%20techniques%20for%20creating%20compelling%20visuals,%20and%20apply%20prompt%20and%20refinement%20techniques%20to%20generate%20interactive%20data%20visualizations.%20You%E2%80%99ll%20even%20use%20ChatGPT%20to%20build%20a%20downloadable%20dashboard.%0D%0A%0D%0ABy%20the%20end%20of%20this%20workshop,%20you%E2%80%99ll%20have%20the%20tools%20and%20techniques%20under%20your%20belt%20to%20take%20your%20work%20%E2%80%94%20no%20matter%20what%20it%20is%20%E2%80%94%20to%20the%20next%20level%20using%20AI%20for%20data%20analysis.%20%0D%0A%0D%0A**Please%20Note:**%20Registration%20for%20this%20workshop%20will%20close%2024%20hours%20before%20the%20scheduled%20start%20date.&link=https://generalassemb.ly/education/ai-for-data-analysis-and-visualization-two-day-evening-workshop/new-york-city/203159&picture=https://ga-core.s3.amazonaws.com/production/uploads/program/default_image/17967/GA-Workshops-Horizontal.jpg&redirect_uri=https://ga-core-production-herokuapp-com.global.ssl.fastly.net/education/ai-for-data-analysis-and-visualization-two-day-evening-workshop/online/203159)
