H2O Gen AI Ecosystem Overview - Level 1

Resumen

Immerse yourself in the H2O GenAI ecosystem with the Ecosystem Overview - Level 1 course. This comprehensive course introduces you to the powerful tools and techniques of the H2O GenAI ecosystem, guided by Andreea Turcu, Head of Global Training at H2O.ai, along with guest lectures from expert H2O.ai Makers.

Explore the following key areas:

• LLM Optimization:

  Learn from Rob Mulla to create your own GPT model using h2oGPT and H2O LLM Studio.

  Gain 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 demonstrate 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 perfect for both AI novices and seasoned practitioners looking to expand their skill set.

Materias