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Visualize Data Like a Pro: Mastering Data Visualization with AI Code Generation Assistant

Workshop/ Training/ Webinar

  • Date

    04 - 11 Nov 2024

  • Organiser

    ITS

  • Time

    14:30 - 16:30

  • Venue

    M403 / Online  

Summary

Date: 4 Nov 2024 (Mon) & 11 Nov 2024 (Mon)

Time: 14:30 - 16:30

Venue: M403 / Online

Target Audience: All students

Medium of Instruction: English

 

**Participants are required to join both sessions (2hrs x2).

 

What You Will Learn

At the end of the workshop, participants should have:

  1. Choose the proper chart from four basic presentation types and some typical chart types.
  2. Create the various charts.
  3. Customize the chart layout.
  4. Write R code with AI Code Generation Assistant (PolyU GenAI). Learn the prompt engineering techniques with natural language for easy programming of R.
  5. Hands-on coursework will be provided to practise your skill.
  6. Apply the techniques learned in the workshop to a new use case.
  7. Utilization of Student HPC Platform throughout the workshop.

 

Agenda

1. Basic concept in Data Visualization

- Understand four basic presentation types and create typical charts.


2. Data Visualization Implementation

- Visualize data in various typical charts.
- Prompt engineering techniques with natural language for easy programming of R.


3. Case Study: Sports Analytics Visualization

- Visualize player performance, game statistics and etc. in various sports by typical charts.

- Prompt engineering techniques with natural language for easy programming of R.

 

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