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URL: https://www.coursera.org/learn/h2o-gen-ai-ecosystem-overview-level-1

⇱ H2O Gen AI Ecosystem Overview - Level 1 | Coursera


H2O Gen AI Ecosystem Overview - Level 1

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H2O Gen AI Ecosystem Overview - Level 1

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Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

9 hours to complete
Flexible schedule
Learn at your own pace

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

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

9 assignments

Taught in English

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.

What's included

1 video1 assignment

1 videoβ€’Total 53 minutes
  • LLM DataStudio - A Step-by-Step Guideβ€’53 minutes
1 assignmentβ€’Total 15 minutes
  • LLM DataStudio - Quizβ€’15 minutes

What's included

1 video1 assignment

1 videoβ€’Total 38 minutes
  • A Journey through H2O.ai's LLM Studioβ€’38 minutes
1 assignmentβ€’Total 15 minutes
  • LLM Studio - Quizβ€’15 minutes

What's included

1 video1 assignment

1 videoβ€’Total 33 minutes
  • Unleashing the Power of h2oGPTβ€’33 minutes
1 assignmentβ€’Total 15 minutes
  • h2oGPT - Quizβ€’15 minutes

What's included

1 video1 assignment

1 videoβ€’Total 63 minutes
  • Make Your Own GPT With h2oGPT & H2O LLM Studioβ€’63 minutes
1 assignmentβ€’Total 15 minutes
  • Make Your Own GPT With h2oGPT & H2O LLM Studio - Quizβ€’15 minutes

What's included

1 video1 assignment

1 videoβ€’Total 25 minutes
  • GenAI AppStudio: sketch2app and prompt2appβ€’25 minutes
1 assignmentβ€’Total 15 minutes
  • Gen AI AppStudio sketch2app and prompt2app - Quizβ€’15 minutes

What's included

1 video1 assignment

1 videoβ€’Total 49 minutes
  • Explore Generative AI with h2o.ai's GenAI App Storeβ€’49 minutes
1 assignmentβ€’Total 15 minutes
  • Exploring GenAI AppStore - Quizβ€’15 minutes

What's included

1 video1 assignment

1 videoβ€’Total 60 minutes
  • Introducing H2O LLM EvalGPTβ€’60 minutes
1 assignmentβ€’Total 15 minutes
  • Introducing H2O LLM EvalGPT - Quizβ€’15 minutes

What's included

1 video1 assignment

1 videoβ€’Total 57 minutes
  • LLMs from A to Z: Data Prep, Fine-Tuning & Deployment with H2O Tools!β€’57 minutes
1 assignmentβ€’Total 15 minutes
  • LLMs from A to Z - Quizβ€’15 minutes

What's included

1 assignment

1 assignmentβ€’Total 15 minutes
  • GenAI Ecosystem Level 1 - Quizβ€’15 minutes

Instructor

H2O.ai
8 Coursesβ€’2,839 learners

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Frequently asked questions

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Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

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