Abstract

In this UDM AI workshops series, four workshops are scheduled ahead of the summer break, each focusing on a distinct aspect of applied AI. This particular interactive session is tailored for professionals without a technical background who are interested in harnessing the power of AI for tabular data analysis. Participants will be introduced to user-friendly AI tools, particularly the TabPFN Python library, that simplify data analysis (data preprocessing, classification, regression), enabling them to derive meaningful insights from datasets such as GPS trajectory records and housing market information. The session will also cover techniques for generating clear and insightful visualizations using AI assistance (Tool: One of Gemini, ChatGPT, Claude.ai, or Mistral LLM), enhancing data[1]driven decision-making processes. The workshop’s plan is as follows:

14:30-15:30 Learn basics of python coding

15:30-17:30 AI-assisted tabular data analysis

• Tabular data analysis with TabPFN:
  • o Use case 1: GPS trajectory data §
  • o Use case 2: Housing data
• Code generation for graph/figure visualization

Biography

The UDM Department is excited to announce the launch of a series of practical, hands-on AI workshops starting in May 2025, open to all LISER staff.

• No prior experience with AI required;
• No software installation required;
• Just bring your curiosity and your laptop!

These interactive sessions are designed to provide a collaborative and accessible introduction to AI tools and techniques, using real-world research scenarios to demonstrate their value and impact.

This initiative is part of a broader effort to enhance AI literacy across LISER and empower staff with practical, research-relevant skills.

Additional information:

• Seats are limited, so we strongly encourage early registration to secure your spot.
• The sessions will be recorded;
• Training materials will be stored in a shared folder accessible to all LISER staff;
• Materials will include step-by-step guides, datasets, and tools for further practice;
• Who can benefit most: staff who are not familiar with AI tools for research or daily work.

Join us in exploring how AI can enhance your work and open new possibilities for research and communication. We look forward to seeing you there!