Ementorhub

What you'll learn

Optimize Large Language Models using data preparation and fine-tuning techniques

Master information retrieval with h2oGPT for efficient data insights extraction

Evaluate and enhance AI models using H2O LLM EvalGPT

Create web applications integrated with LLMs using GenAI AppStudio

There are 9 modules in this course

LLM Optimization: Learn from Rob Mulla how to create your own GPT model using h2oGPT and H2O LLM Studio. Get practical experience with LLM DataStudio and H2O ai's LLM Studio, preparing data and fine-tuning models for better performance. Intelligent Information Retrieval: Master h2oGPT with real-world data to extract meaningful insights. Rigorous Model Evaluation: Use H2O LLM EvalGPT to critically assess your models' performance, a crucial skill for real-world applications. Rapid AI Application Development: Shivam Bansal and Praveen Sivakumar will show you how to use GenAI AppStudio's sketch2app and prompt2app features to build and deploy AI-powered web applications. By the end of this course, you'll have built your own language model, created an AI-powered web application, and gained practical experience in AI development and deployment strategies. This course is designed for both AI novices and seasoned practitioners looking to expand their skill set.

Understanding LLM Studio

Introduction to h2oGPT

Building Custom GPT Models

Creating Web Apps with GenAI AppStudio

Exploring GenAI AppStore

Evaluating LLM Models

LLMs: Data Prep, Fine-Tuning & Deployment with H2O Tools

Course Completion Quiz