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AI for Data Analysis and Visualization | Two-day Evening Workshop

Data

$350 SGD each

Singapore (Online)
Wed, 28 August
3 6 am EDT
Fri, 30 August
3 6 am EDT

About This Workshop

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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

AI for Data Analysis and Visualization | Part One
Wednesday  3 6 am EDT
AI for Data Analysis and Visualization
Friday  3 6 am 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

Kishan S. Photo

Managing Director at Analytico Asia, Lead Data Science Instructor at General Assembly

Kishan is a seasoned data and marketing professional with a proven track record across all key areas of digital including Data Mining, Data Science, Data Visualisation, Data-Driven Transformation, Sentiment Analysis, Data Storytelling, Web Analytics, Social Analytics, App Analytics, Advanced Analytics, Omni-channel Tracking, Paid Social, SEO, SEM, CRM, E-Commerce, and Digital Strategy

 

He has worked for 4 of the world's leading digital technology agencies: Amobee, Golin, Datalicious, and Socialbakers. Throughout his career, he has managed hundreds of digital campaigns and built several digital teams from ground-up, working with a diverse portfolio of local and global companies – including some of the world’s biggest brands: McDonalds, Sony, Prudential, Volkswagen, and Cartier.

 

Kishan also has extensive hands-on experience in Data Science where he has worked with E-Commerce and FMCG clients to build Machine Learning models to enhance the performance of product recommendation engines and drive profitability of product bundles among other areas.

 

He has also previously worked as a data scientist, automating data extraction from Weibo and Taobao to measure the impact of online retailers' social media marketing strategies on consumer engagement and sales performance using quantitative methods including random-effects panel regression.

 

Throughout the past decade, Kishan has also worked on other interesting Data Science projects including a predictive modelling app which allows users to find the number of parking lots at their destination for a given location and time slot. He also built an innovative sentiment analysis model for a software company to evaluate their customer satisfaction rate using data extracted and automated from customer support tickets.

 

Kishan's experience has also centred around managing business growth and day-day operations for data-driven marketing start-ups in Asia. Having built and led several high-performance digital teams and programs in the past decade, Kishan combines management experience with deep subject matter expertise across business analytics, data science and digital marketing. He is also highly skilled in leveraging MarTech to grow digital revenue and reduce customer churn for leading brands in Asia including Singtel and Globe Telecom.

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.

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By providing us with your email, you agree to General Assembly’s Terms of Service, and to receive email updates on courses, special events and GA news. You can change your mind at any time and unsubscribe from GA marketing emails by clicking the "unsubscribe" link located at the bottom of every marketing email or by emailing no.marketing@ga.co.