Course Information
Course Overview
Practical GenAI with h2oGPTe | Prompt Engineering, RAG Implementation, and Enterprise Applications
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.
Course Content
- 8 section(s)
- 18 lecture(s)
- Section 1 Introduction to Generative AI
- Section 2 Essential Concepts for Effective AI Usage
- Section 3 Exploring h2oGPTe: Capabilities & Use Cases
- Section 4 Hands-on with Enterprise h2oGPTe
- Section 5 Advanced Customization & API Access
- Section 6 Introduction to H2O.ai Agents
- Section 7 Final Recap & Next Steps
- Section 8 Course Completion Quiz
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.
Skills covered in this course
Reviews
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LLawnce Goh
great and insightful course, helpful for learning fundamentals of genAI and h2oGPTe
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DDavid Avilés Eusebio
Great explanation!