H2O Generative Ai Starter Track

Published 3/2025
MP4 | Video: h264, 1920×1080 | Audio: AAC, 44.1 KHz

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

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 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