H2O Generative Ai Starter Track

Practical GenAI with h2oGPTe | Prompt Engineering, RAG Implementation, and Enterprise Applications

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