FreeTechnical Guide
Agentic AI For Dummies, Dremio Special Edition
Get the plain-English guide to autonomous AI systems, covering how large language models work, what the Model Context Protocol actually does, and how to deploy agents on your data infrastructure.
What's Inside
- How large language models work and why they hallucinate
- What MCP does & how agents connect to your data
- Practical techniques to boost LLM performance with RAG
- Ten real benefits and risks of deploying AI agents
6
Chapters
Dremio
Special Edition
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Get instant access for free to the Agentic AI For Dummies.
GUIDE OVERVIEW
What You'll Learn
This guide covers agentic AI from the ground up, across 6 chapters written for data leaders, engineers, and analytics teams.
From LLMs to Agentic AI
Explains how AI evolves from basic chat models to autonomous agents that can take actions, including limitations of current LLMs.
What MCP Does for Your Data
Describes how MCP lets AI agents find and connect to your data and tools easily within your existing systems, no heavy integrations needed.
Ten Benefits and Risks to Know
Outlines the key advantages and potential risks of using AI agents in business, helping you make informed decisions and build a effective strategy.
Meet William Martin
Technical Evangelist, EMEA
- 15+ years of experience as a data engineer, solutions architect, and developer
- Worked with global organizations including CERN, Deloitte, & Tamr
- Expert in modern data architectures, lakehouse design, and agentic AI systems
"I focus on helping teams unlock the full value of their data by combining open architectures with AI-driven workflows that are built to scale."
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