Build an AI Agent for Data Analysis with LLM Reasoning

Build an AI Agent for Data Analysis with LLM Reasoning

NVIDIA Developer via YouTube Direct link

0:00 - Introduction to AI Agent with NVIDIA Llama Neutron Models

1 of 12

1 of 12

0:00 - Introduction to AI Agent with NVIDIA Llama Neutron Models

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Classroom Contents

Build an AI Agent for Data Analysis with LLM Reasoning

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  1. 1 0:00 - Introduction to AI Agent with NVIDIA Llama Neutron Models
  2. 2 0:57 - Overview of NVIDIA Llama-3.1-Nemotron-Ultra Model
  3. 3 2:00 - The Importance of Reasoning in AI Agents
  4. 4 2:24 - NVIDIA's New Model Family: Nano, Super, and Ultra
  5. 5 2:55 - Technical Details of Llama-3.1-Nemotron-Ultra 253B parameters
  6. 6 5:18 - Building the Data Analysis Agent
  7. 7 5:47 - Agent Architecture and Workflow
  8. 8 7:40 - Controlling Reasoning ON/OFF with System Prompts
  9. 9 8:11 - Code Implementation and Requirements
  10. 10 11:31 - Running the Application
  11. 11 12:30 - Live Demo with Titanic Dataset
  12. 12 14:10 - Summary and Conclusion

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