H2O Gen AI Day | Event in Singapore | Townscript
H2O Gen AI Day | Event in Singapore | Townscript

H2O Gen AI Day

Dec 01 '23 | 08:00 AM (SGT)

Event Information

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 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 PM- 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

Dr. Agus Sudjianto, EVP, Head of Corporate Model Risk, Wells Fargo

Shivam Bansal, Director of Customer Data Science, Kaggle Grandmaster, H2O.ai

Chun Ming Lee, Senior Principal Data Scientist, Kaggle Grandmaster, H2O.ai


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

Venue

NTUC center
1 Marine Blvd #B1-01, Singapore, Singapore
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