Talk: Agentic AI by Dr Kelvin Du, Team Lead of DBS Data Science

10 Apr 2025 11.30 AM - 01.00 PM NTU LT27 Current Students, Industry/Academic Partners

•⁠  ⁠Introduction to Agentic AI
      - Overview of Agentic AI
      - Autonomous Agents
      - LLM-based Agents
         - Key Components
         - Architecture Design and Capability Acquisition
 
•⁠  ⁠Agentic Workflows: Enabling Autonomous Reasoning and Collaboration
      - Prompt-based Reasoning with LLMs
         - Chain-of-Thought
         - Multiple Chains of Thoughts (CoT-SC, ToT)
         - ReAct
         - Self-Refine
         - Reflexion
       - Learning to Reason with LLMs: A DeepSeek Approach

•⁠  ⁠From Experimentation to Industrialization: DBS Data and AI Journey

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