Join the 5-Day AI Agents Intensive Course with Google

Artificial Intelligence is rapidly evolving beyond chatbots and text generation. The next frontier is AI agents — intelligent, autonomous systems that can reason, take action and collaborate with tools and other agents. To help developers and practitioners build these next-generation systems, Google is launching the 5-Day AI Agents Intensive, a no-cost, online program running from Monday, November 10 to Friday, November 14, 2025.

This course builds on the success of last year’s 5-Day Generative AI Intensive which attracted more than 420,000 learners worldwide. If you’re ready to move from prompt engineering and GenAI fundamentals into practical agent development, this intensive is for you.

What is the 5-Day AI Agents Intensive?

The AI Agents Intensive is a structured, five-day online course developed by Google’s ML researchers and engineers. The program blends conceptual deep dives with hands-on practice to help participants gain a strong foundation in building, orchestrating and deploying AI agents.

Unlike typical LLM tutorials, this course focuses on moving beyond prototypes and teaching you how to create production-ready agentic systems.

By the end, you’ll know how to build intelligent agents that can:

Use tools and APIs through the Model Context Protocol (MCP)
Manage short-term and long-term memory
Demonstrate observability, logging, and evaluation metrics
Scale from a local prototype into multi-agent systems ready for deployment

Daily Course Breakdown

Here’s a look at what you’ll learn each day:

Day 1: Introduction to Agents & Agentic Architectures

Understand the fundamentals of AI agents and how they differ from traditional LLM apps. Learn the building blocks of agentic architectures and how they enable autonomy and reasoning.

Day 2: Agent Tools & Interoperability with MCP

Explore how agents can “take action” by integrating external tools, APIs and services. Discover the role of the Model Context Protocol (MCP) in simplifying tool discovery and interoperability.

Day 3: Context Engineering & Memory Management

Dive into context handling and memory strategies. Learn how to implement short-term and long-term memory so agents can retain information across sessions and handle complex, multi-turn tasks.

Day 4: Agent Quality – Observability, Logging, Tracing, Metrics

Gain insights into evaluating and monitoring agents. Learn how to measure performance, debug workflows and ensure reliability using observability, logging, tracing and key evaluation metrics.

Day 5: Prototype to Production

Take your agent from local testing to full deployment. Discover best practices for scaling, deploying and orchestrating multi-agent systems with the Agent2Agent (A2A) protocol.

How it works ?

The program is designed to be interactive, accessible and practical. Here’s what participants can expect each day:

Daily Assignments: Whitepapers, podcasts (powered by NotebookLM) and codelabs to complete at your own pace.
Discord Discussions: Dedicated channels on Kaggle’s Discord for Q&A, peer collaboration and direct interaction with Google experts.
Livestream Seminars & AMAs: Daily live sessions on Kaggle’s YouTube channel where Google ML researchers dive deeper into each topic.
Capstone Project: A hands-on project launched on Day 5 to showcase your skills. Participants can earn Kaggle badges, exclusive swag and recognition across Kaggle and Google’s social channels.

Who Should Join?

This course is designed for:

Developers looking to move beyond LLM basics and into agentic AI systems
Data scientists and ML engineers exploring real-world applications of agents
Researchers studying multi-agent workflows and advanced AI architectures
AI enthusiasts eager to understand the future of autonomous AI

No prior experience in building agents is required but familiarity with machine learning and large language models (LLMs) will be helpful.

Why You Should Attend ?

Here are a few reasons why the AI Agents Intensive is a must-attend learning experience:

Learn directly from Google experts who are shaping the field of agentic AI
No cost — the program is completely free and accessible worldwide
Hands-on experience with assignments, code labs and a real-world capstone project
Community-driven learning with live discussions, AMAs and peer support on Discord
Career advantage — showcase your knowledge of AI agents, an area rapidly becoming critical in AI-driven industries

Capstone Project & Recognition

On the final day, participants will receive a capstone project designed to test and showcase their skills. The project will allow you to apply everything you’ve learned during the week.

Top participants will be recognized with:

Kaggle badges to display on your profile
Google swag and prizes
Community recognition through Kaggle and Google’s social media channels

How to Join ?

The program is hosted on Kaggle.

To join:

Create a free Kaggle account (phone number verification may be required).
Register for the AI Agents Intensive.
Join Kaggle’s Discord server for daily discussions.
Participate in daily livestreams and complete the assignments at your own pace.

Final Thoughts

The 5-Day AI Agents Intensive with Google is more than just a short course — it’s an opportunity to gain the skills needed to build the next generation of AI systems. With a mix of theory, hands-on practice and community learning, this program equips you to move from LLM prototypes to production-ready multi-agent systems.

If you’re serious about the future of AI and want to stay ahead of the curve, don’t miss this free opportunity.

Register now and secure your spot in the 5-Day AI Agents Intensive: November 10–14, 2025.

https://rsvp.withgoogle.com/events/google-ai-agents-intensive_2025/home

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