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H2O Gen AI Ecosystem Overview - Level 1

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H2O Gen AI Ecosystem Overview - Level 1

Instructor: Andreea Turcu

Included with

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9 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Recommended experience

9 hours to complete

Flexible schedule

Learn at your own pace

9 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Recommended experience

9 hours to complete

Flexible schedule

Learn at your own pace

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

Skills you'll gain

Tools you'll learn

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

9 assignments

Taught in English

91%

of learners achieved a positive career outcome

See how employees at top companies are mastering in-demand skills

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There are 9 modules in this course

Immerse yourself in the H2O GenAI ecosystem with our Ecosystem Overview - Level 1 course. This fully packed course will introduce you to the powerful tools and techniques of the H2O GenAI ecosystem. Led by Andreea Turcu, Head of Global Training at H2O ai, and featuring guest lectures from expert H2O ai Makers, this course will guide you through the following key areas:

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.