H2O AI Agents: From Theory to Practice guides you through how AI agents work - combining LLMs, tools, and memory to build autonomous systems using Enterprise h2oGPTe.
This course takes you from foundational concepts to hands-on applications across finance, healthcare, policy development, and energy optimization.
Through practical demonstrations and real-world examples, you'll learn how to create AI agents that summarize, plan, automate, and reason—transforming complex workflows into powerful, production-ready solutions.
What you'll learn
- Introduction to AI Agents
Learn how AI agents work using LLMs, tools, and memory—powered by h2oGPTe.
- From Generative to Predictive
Explore how h2oGPTe blends generative and predictive AI for intelligent automation.
- Real-World Use Cases
See how agents are applied across finance, healthcare, energy, and more.
- Building Autonomous Workflows
Design agents that can plan, summarize, and automate complex tasks.
- Deployment & Guardrails
Understand best practices for deploying safe, reliable agentic systems.
- Hands-on with h2oGPTe
Get practical experience building and testing AI agents inside Enterprise h2oGPTe.
Course Playlist on YouTube
Introduction to AI Agents | H2O.ai Agents - Part 1
What are AI agents, and how can they be used in real-world applications? In this introduction, Julian Garratt, Machine Learning Engineer at H2O.ai,...
Understanding AI Agents | H2O.ai Agents - Part 2
How do AI agents work? In this video, Julian Garratt breaks down the components of agentic AI, including tools, large language models (LLMs), and m...
Discover Enterprise h2oGPT Agents
Explore how intelligent agents in Enterprise h2oGPT revolutionize AI by going beyond basic automation. These dynamic agents adapt to complex querie...
AI Agents with h2oGPTe: Tools, Applications, and Integration | H2O.ai Agents - Part 3
In this Video, Audrey Létévé guide you step-by-step on AI agents, from foundational concepts to practical applications and advanced integrations.
How h2oGPTe Uses AI Agents for AutoML | H2O.ai Agents - Part 4
Discover how h2oGPTe leverages AI agents to streamline AutoML workflows by combining generative and predictive AI. Learn how AI agents execute H2O ...
Breaking AI Benchmark Records - h2oGPTe | H2O.ai Agents - Part 5
h2oGPTe set a new record in GAIA, outperforming Google by 15%! Learn how this AI assistant excels in reasoning, tool use, and multimodal capabiliti...
Automating Investment Analysis with h2oGPTe | H2O.ai Agents - Part 6
See how h2oGPTe automates investment analysis with AI-driven workflows. From market intelligence to risk assessment and compliance checks, watch AI...
Building a National AI Skills Framework with h2oGPTe | H2O.ai Agents - Part 7
In this video, you will learn how h2oGPTe can assist in developing a National AI Skills Framework. Using an AI agent, we walk through a structured ...
Advancing Medical Research with h2oGPTe | H2O.ai Agents - Part 8
Discover how h2oGPTe can support medical research by streamlining evidence gathering, analysis, and clinical synthesis. In this hands-on demo, we g...
Churn Prediction with h2oGPTe : A Hands-On Demo | H2O.ai Agents - Part 9
See how h2oGPTe combines generative and predictive AI for churn prediction in the telecom industry. We guide an AI agent through data analysis, mac...
Optimizing Power Plants with h2oGPTe : A Hands-on Demo | H2O.ai Agents - Part 10
Learn how h2oGPTe can optimize power plant operations using AI-driven data analysis and modeling. In this demo, we guide an AI agent to analyze pow...
Final Thoughts: Key Caveats & Best Practices for AI Agents | H2O.ai Agents - Part 11
Before deploying AI agents, understanding real-world challenges is crucial. In this session, we explore key caveats, including data integration, gu...
