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X-ORIGINAL-URL:https://capstone.eduhk.hk
X-WR-CALDESC:Events for Capstone Project
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DTSTART:20250101T000000
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DTSTART;TZID=UTC:20250217T143000
DTEND;TZID=UTC:20250217T160000
DTSTAMP:20260527T192534
CREATED:20250301T144905Z
LAST-MODIFIED:20250301T145056Z
UID:495-1739802600-1739808000@capstone.eduhk.hk
SUMMARY:Using Generative AI Tools for Data Processing and Analysis
DESCRIPTION:Abstract\nThis intermediate–level workshop introduces practical solutions for using generative AI tools to support data processing and analysis tasks through interaction with large language models (LLMs) on the LTTC LLM Studio’s Model-as-a-Service (MaaS) platform. Participants with foundational knowledge in data analysis and AI acquired from our introductory-level workshop will gain hands-on experience utilising generative AI in the data analysis process. Specifically\, they will create a custom application on the MaaS platform\, develop a specialised knowledge base tailored to their data analysis needs\, and generate statistical descriptions based on their data. We will also discuss strategies such as prompt engineering and Retrieval-Augmented Generation (RAG) to improve the relevance and quality of AI-generated outputs. Additionally\, participants will learn about the limitations of generative AI in data processing and analysis and how to assess the validity of AI-generated outputs critically.
URL:https://capstone.eduhk.hk/event/using-generative-ai-tools-for-data-processing-and-analysis/
LOCATION:Metaverse Education Lab (E-P-12)
CATEGORIES:AI Education,Generative AI,LLM
ATTACH;FMTTYPE=image/png:https://capstone.eduhk.hk/wp-content/uploads/2025/03/17-Feb-students-LLM-Studio-Intermediate-level-Workshop.png
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