Data
$350 AUD each
Sydney (Online)
Monday, 06 May, 2024
10
pm
–
5
am
EDT
AI for Data Analysis and Visualization | One-day Workshop
About This Workshop
You will need a paid subscription to ChatGPT for this workshop. See the "Preparation" section below for more details.
This seven-hour, online workshop gives you the context and hands-on practice you need to effectively use generative AI for optimizing data analysis.
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.
Preparation
You’ll need access to one of these paid "Pro" LLMs:
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 one hour before the workshop begins with the Zoom link and workshop prep materials. 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
Justin Chan
Senior Actuarial Data Scientist, Swiss Re
Justin is a qualified actuary working in data science within the insurance industry. Whilst invigorating actuarial techniques with big data and machine learning algorithms, his domain has widened to include customer and healthcare analytics, sales dashboarding and project management. As an alumni of GA's Web Development Immersive course, he is no stranger to web-scraping Singapore’s real estate data, nor coding a Candy Crush clone from scratch.
Justin volunteers with the Institute and Faculty of Actuaries’ "The Cashless Society" Working Party, providing thought leadership and co-authoring several papers on various aspects of countries going cashless. He also volunteers as a Reflective Practitioner and has experience in life reinsurance pricing, group business valuation, experience analysis, financial modelling and Solvency II.
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%2048%20hours%20before%20the%20scheduled%20start%20date.&link=https://generalassemb.ly/education/ai-for-data-analysis-and-visualization-one-day-workshop/sydney/202718&picture=https://ga-core.s3.amazonaws.com/production/uploads/program/default_image/17904/AI_webinar_slides_-_Sarah_s_version__2_.jpg&redirect_uri=https://generalassemb.ly/education/ai-for-data-analysis-and-visualization-one-day-workshop/sydney/202718)
