H2O Gen AI Day

The countdown for #H2OGenAIWorld is officially ON!Get ready to embark on an epic journey of inspiration, networking, and the limitless power of #GenAI and #LLMs !
The agenda comprises of insightful talks from industry leaders and Kaggle Grandmasters, followed by a comprehensive hands-on training workshop on Generative AI and large language model, Register now to claim your spot. Limited seats only.

Agenda:
8.30 - 9.00 AM: Registration
9.00 - 9.30 AM: Fireside Chat: Dr. Agus Sudjianto, Wells Fargo & Sri "Managing Opportunity and Risk of AI"
9.30 - 10.00 AM: Keynote: [H2O.ai](http://h2o.ai/) CEO and Founder - Sri Ambati
10.00 - 10.20 AM: GenAI for Social Good with Real World Examples - Gen Richards
10.20 - 10.30 AM: Break
10.30 - 1.30 PM: Hands-On Advanced LLM Workshop, Training, and Certification
1.30 - 2.30 PM: Lunch
2.30 - 4.30 PM: Unconference Topics

Hands-On Advanced LLM Workshop, Training, and Certification

10:30 am - 11:00 am - LAB #0: Foundations of a GenAI Ecosystem

• What is a GenAI/LLM Ecosystem
• Components of GenAI/LLM Ecosystem
• Key Conepts - RAG . LLMs . GenAI Apps
• Hands-On Lab Setup

11:00 am - 11:30 am -LAB #1: RAG using LLMs

• What is RAG? Talk to your Documents
• Handson RAG using h2oGPTe (UI, API) - Talk to your LinkedIn
• System Prompt & Guardrails
• Prompt Engineering
• Bonus: OpenSource RAG (h2ogpt)
• Takeaways:
  1. Understand RAG conceptually
  2. Upload your LinkedIn/Resume onto h2oGPTe to be able to "chat" to it

11.30 - 12.00 pm - Lab #2: Making a GenAI App (using h2oGPTe + Wave)

• App Development using Wave and Wave Studio
• GenAI Apps (Wave + h2ogpte)
• GenAI Apps / GenAI Appstore

12.00 - 12.15 PM - BREAK
12.15 - 12.45 -Lab #3: Fine-Tuning your own LLM

• Concepts - Fine Tuning
• Notebook based Fine Tuning Lab
• LLM Studio fine tuning - UI
• LLMOps - HuggingFace

12.45 - 1.15 PM - Lab #4: DataPrep and Eval for LLMs

• Data Preparation for LLMs
• RAG Evaluation / Eval Studio

1.15 PM - 1.30 PM -Quiz and Certification and Closing

Speakers:

• Sri Ambati, CEO & Founder, [H2O.ai](http://h2o.ai/)
• Dr. Agus Sudjianto, EVP, Head of Corporate Model Risk, Wells Fargo
• Shivam Bansal, Director of Customer Data Science, Kaggle Grandmaster, [H2O.ai](http://h2o.ai/)
• Chun Ming Lee, Senior Principal Data Scientist, Kaggle Grandmaster, [H2O.ai](http://h2o.ai/)

Venue:
NTUC center room #903, 1 Marine Blvd #B1-01 Singapore 018989

If you wish to join the event, please book your spot here : LINK

Resources:

• H2O LLM Studio (Open Source): https://github.com/h2oai/h2o-llmstudio
• H2O GPT: https://github.com/h2oai/h2ogpt
• https://h2o.ai/blog/effortless-fine-tuning-of-large-language-models-with-open-source-h2o-llm-studio/
• https://h2o.ai/blog/building-the-worlds-best-open-source-large-language-model-h2o-ais-journey