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H2O Generative AI Starter Track
Rating: 4.6 out of 5(20 ratings)
2,083 students

H2O Generative AI Starter Track

Practical GenAI with h2oGPTe | Prompt Engineering, RAG Implementation, and Enterprise Applications
Created byH2O.ai University, Andreea Turcu
Last updated 3/2025
English

What you'll learn

  • Understand Generative AI principles and its key advantages.
  • Develop effective prompt engineering techniques.
  • Implement RAG for context-aware AI responses.
  • Configure and integrate h2oGPTe for AI-powered workflows.

Course content

8 sections • 18 lectures • 1h 3m total length

  • Unlocking the Power of Generative AI1:24
  • Overview - Generative AI Fundamentals2:11

    Explore the fundamentals of generative ai, its real-world applications, and how to use h2oGPTe with documents, images, and audio, plus configuring retrieval-augmented generation and crafting prompts with large language models.

  • Recapping the Three Paradigms of AI6:19

Requirements

  • A basic understanding of AI concepts and Large Language Models (LLMs) is recommended but not required.

Description

H2O Generative AI Starter Track introduces you to the practical applications of Generative AI technology using h2oGPTe, H2O's advanced enterprise platform.

This beginner friendly course provides a structured pathway from foundational concepts to hands-on implementation.
You will begin with core Generative AI principles before essential developing practical skills in prompt engineering, Retrieval-Augmented Generation (RAG), and enterprise AI integration.

Course highlights include:

  • Understanding the three AI paradigms and the distinct advantages of Generative AI

  • Developing effective prompt engineering techniques for precise AI communications

  • Implementing Retrieval-Augmented Generation (RAG) for contextually relevant AI responses

  • Building and organizing document collections for efficient AI analysis

  • Configuring h2oGPTe settings for optimal performance in various scenarios

  • Utilizing API access to integrate AI capabilities into applications

  • An Overview of  H2O Agents for specialized assistance

This course is designed for business professionals looking to improve decision-making with AI, developers interested in AI implementation, and individuals curious about practical Generative AI applications.

By completing this course, you will gain the practical knowledge and expertise needed to effectively use h2oGPTe for document analysis, insight generation, and workflow enhancement.

Upon understanding these topics, it will establish a foundation for H2O Generative AI certification, ultimately opening new avenues for innovation in your field.

Who this course is for:

  • Business professionals looking to leverage AI for insights and automation
  • AI enthusiasts curious about real-world applications of h2oGPTe
  • Developers interested in integrating Generative AI into applications

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