Written by : Chris Lyle
Dec 16, 2025
Estimated reading time: 13 minutes
Key Takeaways
The 5-Day AI Agents Intensive course by Google and Kaggle offers a free, hands-on, self-paced learning experience for building intelligent AI agents.
Participants learn how to create AI agents from simple prototypes to multi-agent systems using tools like Gemini ADK.
The course structure spans five days, covering foundational concepts, advanced multi-tool and multi-agent collaborations, evaluation, deployment, and a capstone challenge.
All course resources including videos, notebooks, and code are permanently accessible on Kaggle’s self-paced course page.
AI agents go beyond traditional AI by acting autonomously, collaborating in teams, retaining memory, and deploying in real-world applications.
Community support and official recognition, including certificates and prizes, motivate learners alongside active Discord channels, forums, and project showcases.
Table of Contents
Google and Kaggle Launch a New Era: The 5-Day AI Agents Intensive
The Heartbeat of the Course
Let’s Go Day by Day: How the AI Agents Intensive Is Structured
The Thrill of Live Learning—and Ongoing Self-Paced Access
Key Innovations: Why AI Agents Are the “Next Frontier”
How to Get Started: Resources, Links, and Community Support
Real World Impact: How Learners Are Using AI Agents
Frequently Asked Questions about the 5-Day AI Agents Intensive
Final Thoughts: Why You Can’t Miss the AI Agents Intensive
Ready to Start?
Google and Kaggle Launch a New Era: The 5-Day AI Agents Intensive
In September 2025, the world awakened to Google’s game-changing news: the debut of the 5-Day AI Agents Intensive, co-developed by Google’s top AI teams and Kaggle, the famous data science community. Held live from November 10-14, 2025, the event quickly drew aspiring and experienced builders from all over the globe. But what makes this launch truly remarkable is its lasting accessibility—all materials, lessons, and resources remain free and open to everyone via Kaggle’s self-paced course long after the live event closed its digital curtains (source; source; source).
The Heartbeat of the Course
From the very beginning, Google’s vision was bold: to empower tens of thousands to transition from simple AI prototypes to crafting sophisticated multi-agent systems —entire digital teams that interact, reason, and solve problems in ways that mimic human collaboration. The 5-Day AI Agents Intensive is more than a simple workshop; it’s a springboard for the next wave of intelligent systems. Throughout the week, participants:
Build AI agents step-by-step: from their first Python-powered prototype, to multi-tool and multi-agent networks.
Dive deep into agent architectures, tools, memory, evaluation, and even deploying agent projects into production settings.
Celebrate their learning journey with a vibrant, worldwide community; everyone has a shot at recognition, official certificates, Google swag, and public features (source; source).
The course is free, open to all skill levels, and crafted for hands-on builders. Curious? All you need is an internet connection, a passion for learning, and a Kaggle account.
Let’s Go Day by Day: How the AI Agents Intensive Is Structured
The 5-Day AI Agents Intensive is cleverly organized so that each day adds a crucial building block to your AI journey. Let’s break down each segment, explore the stunning resources, and highlight the hands-on thrills that make this course so celebrated.
Day 1: Introduction to Agents and Gemini ADK
On Day 1, learners set the stage for everything that follows. The focus? Building your very first AI agent with Google’s latest toolkit, the Gemini ADK (Agent Development Kit).
Participants discover:
What is an AI agent? Instead of just outputting words or images, agents are digital beings that can plan, act, remember, and work together. Learn more about AI agents for beginners
How to convert any Python function into an AI tool, letting the agent use it, chain multiple tools, or connect with outside data and services.
Gemini ADK Setup: Easy steps guide you through installing the toolkit, connecting it to your notebook (often using tools popular in the world of machine learning), and building your first working agent.
YouTube tutorials, codelabs, and community support on Discord bring everything together in a collaborative, “learn by doing” approach (source; source).
Pro Tip: All Day 1 materials are available free forever at Kaggle’s course page, and you can revisit the live stream walkthrough any time for a visual guide.
Day 2–4: From Single Agent to AI Teams
With your first agent in hand, the next three days turn up the excitement.
Day 2: Multi-Tool and Specialized Agents
Learn how to build agents that use more than one tool or function—think of an agent that can both search a database and send emails autonomously.
Understand memory and context: enable agents to “remember” facts, make decisions, and improve over time.
Day 3: Multi-Agent Systems
Here, things get interesting. What if your agent isn’t alone, but part of an intelligent digital “team”?
Participants learn how to create multi-agent collaborations. Imagine one agent researching new trends in healthcare, another crunching the numbers, and a coordinator tying the insights together—all in code. Learn how agentic AI differs from automation
Assignments walk you through setting up communications, passing information back and forth, and managing goals (source; source).
Day 4: Evaluation and Deployment
Put your agents to the test—track their accuracy, performance, and helpfulness.
Get hands-on with deployment tips and tricks: Move your project from the notebook to production, ready for real users.
Learn best practices for debugging, scaling up, and sharing your work with the world.
Day 5: The Capstone Challenge
It’s showtime! Participants put all their skills to the test:
Complete a capstone project, which pulls together everything learned: design, build, evaluate, and demonstrate a working agent (or team of agents!) for a real-world use case.
Submit your project for review—top entries earned certificates, exclusive Google/Kaggle swag, and a chance to be showcased on official channels (source; source; source).
The Thrill of Live Learning—and Ongoing Self-Paced Access
The Live Event: November 2025
Originally, the AI Agents Intensive was hosted as a high-energy, daily event from November 10-14, 2025. Here’s what made it special:
Discord Servers: Thousands gathered to chat, troubleshoot, and celebrate milestones together.
YouTube Livestreams: Each day, Google engineers offered walkthroughs, Q&A, and interviews (source).
Real-Time Codelabs: Complete with shareable Google Colab or Kaggle notebook links.
Project Submissions: Hundreds of projects submitted, with top ones awarded and featured on Google and Kaggle platforms (source).
Registration originally took place at rsvp.withgoogle.com, but as of December 2025, everyone can access the full suite of resources for free and at their own pace (source; source; source).
Self-Paced on Kaggle: Learn Anytime, Anywhere
After the live event, no one is left behind. All course videos, notebooks, and handouts are now hosted at Kaggle’s dedicated course page.
No special codes, registration, or deadlines. Just log in, click, and learn.
Join over 280,000+ previous learners from Google’s first GenAI Intensive, who are now taking their skills to the next level with AI agents (source; source).
Read a practical guide on building AI agents for the future.
Key Innovations: Why AI Agents Are the “Next Frontier”
The buzz isn’t just hype. Google’s AI Agents Intensive builds on the runaway success of its GenAI (Generative AI) Intensive series, which trained more than 280,000 participants in creating chatbots, art generators, and text-to-image systems (source; source).
But as Google’s engineers put it, AI agents are “the next frontier.” Here’s why:
Agents go beyond predictions—they act. Chatbots and art generators wait for prompts. Agents can decide, search, plan, and collaborate, often without direct human commands.
Memory and context: Instead of repeating the same answers, agents can remember facts and details across interactions.
Multi-agent teamwork: Imagine AI systems that handle complex work streams, not just one-off tasks.
Deployable anywhere: With cloud architectures and robust tools like Gemini ADK, these agents fit applications in healthcare, finance, productivity, and more.
No wonder the intensive quickly gained traction as one of the most in-demand courses of 2025.
How to Get Started: Resources, Links, and Community Support
Whether you’re ready to leap in or just want to browse, Google and the wider AI community have built a rich ecosystem of supporting resources. Let’s break them down:
Official Course Materials
Kaggle self-paced course: All lessons, code, and assignments.
GitHub repository: Ready-to-run code samples, daily notebooks, troubleshooting, and more.
YouTube Day 1 walkthrough: Visual guide to setting up your first agent.
YouTube Registration How-to: Quickstart for new learners.
Full video playlist: Every lesson, hands-on demonstration, and engineer Q&A.
Broader Google AI Training
The AI Agents Intensive is part of grow.google/ai, Google’s wider push to democratize artificial intelligence skills. In addition to the flagship agent course, there’s AI Essentials, a popular intro for total beginners that can be finished in a single afternoon.
Community Connections
Discord channels and forums connect you with fellow learners, mentors, and Googlers.
Project gallery: Many capstone submissions are featured on YouTube and Kaggle channels—watch, remix, and get inspired!
GitHub discussions: Share your spin on the code, offer tips, and help others debug.
Real World Impact: How Learners Are Using AI Agents
With over a quarter million developers progressing through Google’s AI learning intensives, the ripple effects are remarkable. Here are just a few examples of how the 5-Day AI Agents Intensive is changing the AI world:
Healthcare helpers: Several capstone teams built agent systems that scan medical literature, prioritize research findings, and highlight urgent cases for doctors (source).
Productivity bots: From email triage to research assistants, learners have already deployed agents that plan meetings, answer questions, and automate routine business tasks.
Education innovations: Participants report building tutors that adapt to student needs, remember learning progress, and adjust lesson plans in real time.
As always, Kaggle’s project showcase is full of creative new examples, each demonstrating how agents represent a leap forward from traditional generative AI tools.
Frequently Asked Questions about the 5-Day AI Agents Intensive
Who should take this course?
Anyone curious about artificial intelligence! The course is designed for both complete beginners and seasoned developers. Basic Python is helpful, but lessons walk you through every step.
Is there a cost or deadline to register?
No—the course is totally free and available self-paced. The original live event ran in November 2025, but all resources are available anytime at Kaggle’s site.
Do I need previous Google or Kaggle experience?
No. Everything is hosted step-by-step for first-time users. The only requirement is enthusiasm for learning.
What certification or rewards can I earn?
Every participant receives a certificate upon completing the capstone project. Top submissions from the original live event earned prizes and Google swag—keep an eye on Kaggle for future calls for project submissions.
How does this differ from the GenAI Intensive?
The GenAI Intensive was all about building AI models that generate text, images, or music. The AI Agents Intensive focuses on building intelligent agents that can act, remember, and collaborate.
Is there an official Google support channel?
The official community happens on Kaggle’s Q&A forum, linked from each lesson. Many Google employees and community volunteers answer questions there, with extra support via Discord and GitHub (source).
Final Thoughts: Why You Can’t Miss the AI Agents Intensive
The AI world is accelerating at a dizzying pace, but Google’s 5-Day AI Agents Intensive is proof that anyone can jump aboard—not years from now, but today. From Python beginners to machine learning gurus, the course’s free, hands-on approach is changing how the world learns, builds, and collaborates in artificial intelligence.
Instead of just reading about smart technology, learners are building it—agents that book meetings, research the next medical breakthrough, or automate the boring parts of work and school. With Gemini ADK, codelabs, project showcases, and a global community at your side, this isn’t just the next step for AI education—it’s a giant leap for anyone ready to shape tomorrow. Learn a practical guide for building agents.
If you’ve ever wondered how AI works, or dreamed of contributing your own ideas to the field, don’t wait. Jump into the self-paced course on Kaggle today. Who knows? The next revolutionary AI agent might come from your keyboard.
Ready to Start?
Explore the links below, find your community, and begin your adventure into the world of AI agents. Stay curious. Stay excited. The future is calling!
And remember: The best way to learn artificial intelligence is to build it. The world is waiting for your genius—let’s go!
