H2O Generative AI Starter Track

Overview

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.

Syllabus

• Introduction to Generative AI
• Essential Concepts for Effective AI Usage
• Exploring h2oGPTe: Capabilities & Use Cases
• Hands-on with Enterprise h2oGPTe
• Advanced Customization & API Access
• Introduction to H2O.ai Agents
• Final Recap & Next Steps
• Course Completion Quiz

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Taught by

Andreea Turcu

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Subjects

Computer Science