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.

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 AIDeveloping effective prompt engineering techniques for precise AI communicationsImplementing Retrieval-Augmented Generation (RAG) for contextually relevant AI responsesBuilding and organizing document collections for efficient AI analysisConfiguring h2oGPTe settings for optimal performance in various scenariosUtilizing API access to integrate AI capabilities into applicationsAn

Overview

of H2O Agents for specialized assistanceThis 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.

Overview

Section 1: Introduction to Generative AI
Lecture 1 Unlocking the Power of Generative AI
Lecture 2

Overview

- Generative AI Fundamentals
Lecture 3 Recapping the Three Paradigms of AI
Section 2: Essential Concepts for Effective AI Usage
Lecture 4 The Importance of Prompt Engineering
Lecture 5 Simplifying RAG Concepts
Lecture 6 Recapping the Essentials
Section 3: Exploring h2oGPTe: Capabilities & Use Cases
Lecture 7 Leverage h2oGPTe for Actionable Insights
Lecture 8 Discover What's Next with h2oGPTe
Lecture 9 Use Generative AI on Your Documents
Section 4: Hands-on with Enterprise h2oGPTe
Lecture 10 Get Started with h2oGPTe for Free
Lecture 11 Start with Simple AI Interactions
Lecture 12 Creating Document Collections
Lecture 13 Configuring Chats in h2oGPTe
Lecture 14 Using h2oGPTe for Context-Aware Responses
Section 5: Advanced Customization & API Access
Lecture 15 Creating an API Key in h2oGPTe
Lecture 16 Understanding System Prompts and User Inputs
Section 6: Introduction to H2O.ai Agents
Lecture 17 A Quick

Overview

of H2O.ai Agents
Section 7: Final Recap & Next Steps
Lecture 18 Final Recap: Mastering GenAI with h2oGPTe
Section 8: Course Completion Quiz
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

Homepage:

https://www.udemy.com/course/h2o-generative-ai-starter-track/