Skip to main content
HomeGoogle Cloud

Course

Google: Agent Fundamentals

BasicSkill Level
Updated 06/2026
Learn AI agent fundamentals — how they differ from LLMs, when to use them, and explore agent architecture, orchestration, and tools.
Start Course for Free
Google CloudCloud
1 hr
13 Exercises
650 XP
Statement of Accomplishment

Create Your Free Account

Continue with GoogleShow more options

or


By continuing, you accept our Terms of Use, our Privacy Policy and that your data is stored in the USA.

Loved by learners at thousands of companies

Group

Training a Team?

Try for Business

Course Description

AI agents represent a major shift beyond traditional large language models. This course introduces the fundamentals of AI agents, how they differ from LLM APIs, and where they add value in the real world. Learn about agent architecture, orchestration, tools, and memory.

Prerequisites

There are no prerequisites for this course
1

Agent Abstraction

This module introduces the fundamentals of AI agents and why they represent a paradigm shift away from simple LLMs. You’ll learn the difference between language models that can only discuss solutions to agents that can autonomously execute them.
Start Chapter
2

How agents work

This module reveals the internal architecture that powers every AI agent. You’ll explore how three fundamental components—the model, tools, and orchestration—work together to transform static language models into autonomous systems capable of continuous, goal-directed action.
Start Chapter
3

Agents in action

This module equips you with a practical decision-making framework for determining when agents are the right solution. You'll learn to identify scenarios where agents provide exceptional value, recognize anti-patterns where simpler solutions might be better, and make informed architectural decisions for your specific use case.
Start Chapter
4

Reading List

You've completed the foundational course on AI agents in just 60 minutes and now possess a clear understanding of what agents are, how they work, and when to use them. This theoretical foundation will serve as your north star as you progress to building real agent systems in upcoming courses.
Start Chapter
Google: Agent Fundamentals
Course
Complete

Earn Statement of Accomplishment

Add this credential to your LinkedIn profile, resume, or CV
Share it on social media and in your performance review
Enroll Now

Join over 19 million learners and start Google: Agent Fundamentals today!

Create Your Free Account

Continue with GoogleShow more options

or


By continuing, you accept our Terms of Use, our Privacy Policy and that your data is stored in the USA.

Grow your data skills with DataCamp for Mobile

Make progress on the go with our mobile courses and daily 5-minute coding challenges.