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Using Generative AI Tools for Supporting Data Processing and Analysis

E-P-12 (Metaverse Education Lab)

Abstract This 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 utilizing generative AI […]

Developing GenAI-empowered Customised Workflows

E-P-12 (Metaverse Education Lab)

Abstract This advanced-level workshop will guide participants in harnessing the potential of multimodal large language models (LLMs) to create personalised, GenAI-driven workflows. Building on the knowledge and skills acquired from introductory-level and intermediate-level workshops, participants will delve into practical techniques for constructing LLM-powered solutions on the LTTC LLM Studio Model-as-a-Service (MaaS) platform. Through hands-on activities, […]

Generative AI Tools for Supporting Academic Research and Writing

E-P-12 (Metaverse Education Lab)

Abstract This workshop will provide a practical demonstration of using AI generative tools (e.g., EdUHK ChatGPT and Scite) to support various tasks in academic research and writing, such as identifying a research topic, conducting a literature review, and drafting a research paper. During the workshop, participants will gain hands-on experience using AI generative tools in […]

Generative AI Tools for Data Processing and Analysis

E-P-12 (Metaverse Education Lab)

Abstract This 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 […]

DeepSeek與你共思：推理大語言模型的「認知模擬術」

C-LP-06 (STEM Innovation Hub) & Online via Zoom

摘要 本工作坊將探討近期炙手可熱的推理大語言模型， DeepSeek R1，並介紹該模型的核心技術及使用方法，瞭解並應用其別具特色的「認知模擬術」。講者將介紹其中運用的知識蒸餾與強化學習（Knowledge distillation and reinforcement learning）等策略，以及他們如何在成本效益與準確推理之間取得平衡。透過此工作坊，參與者將瞭解DeepSeek R1在多平台和渠道的部署与使用，學習使用更適合於推理模型的提示詞，结合可視化的推理過程，進行策略逻辑一致性检查、信息准确性验证和反思追问。這些策略可以進一步激發和充分利用DeepSeek R1的聯想和思考能力，提升内容生成的准确性和深度，協助解決在教學和工作中的實際問題。

清華智譜GLM：助力塑造「人工智能+」高等教育新生態

C-LP-06 (STEM Innovation Hub) & Online via Zoom

摘要 本次工作坊將聚焦於「生成式AI + 高等教育」這一全新生態，講者將介紹清華大學及其孵化企業智譜AI自主研發的 「GLM 」及「CogView」等一系列多模態大模型和智能體構建平台「智譜清言ChatGLM」。同時，介紹其在高等教育中所提供的相關解決方案與案例，如知識庫構建、模型微調等策略，加強對學生個性化學習的輔助和優化模型生成內容的效果。透過本次工作坊，參與者將註冊、登錄及體驗「智譜清言ChatGLM」平台，並親自動手，嘗試構建知識庫及AI智能體。

Developing GenAI-empowered Customised Workflows

E-P-12 (Metaverse Education Lab)

Abstract This advanced-level workshop will guide participants in harnessing the potential of multimodal large language models (LLMs) to create personalised, GenAI-driven workflows. Building on the knowledge and skills acquired from introductory-level and intermediate-level workshops, participants will delve into practical techniques for constructing LLM-powered solutions on the LTTC LLM Studio Model-as-a-Service (MaaS) platform. Through hands-on activities, […]