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5-Day AI Agents Intensive Course with Google

Build, evaluate, and deploy AI agents with Google's ML researchers and engineers

Join Google's FREE 5-Day AI Agents Intensive Course (Nov 10-14, 2025). Learn to build, evaluate, and deploy AI agents with hands-on codelabs, live seminars with ML researchers, and competitive capstone project. No prerequisites required!

🎯 Course Highlights

📅 5-Day Learning Journey

1
Day 1

Introduction to Agents & Agentic Architectures

Understand the fundamentals of AI agents and how they differ from traditional LLM applications.

Key Topics
Agent foundational concepts
Agent vs traditional LLM applications
Agentic architecture patterns
Real-world agent use cases
2
Day 2

Agent Tools & Interoperability with MCP

Learn how agents interact with external tools and APIs using the Model Context Protocol.

Key Topics
Agent tools and external APIs
Model Context Protocol (MCP) introduction
Tool integration patterns
Interoperability best practices
3
Day 3

Context Engineering: Sessions, Memory Management

Master context management and memory systems for maintaining conversation state and history.

Key Topics
Context engineering fundamentals
Session management strategies
Memory management systems
State persistence patterns
4
Day 4

Agent Quality: Observability, Logging, Tracing, Evaluation, Metrics

Implement monitoring, evaluation, and quality assurance systems for production agents.

Key Topics
Agent observability systems
Logging and tracing strategies
Quality evaluation frameworks
Performance metrics and monitoring
5
Day 5

Prototype to Production

Deploy agents to production environments with proper scaling and monitoring.

Key Topics
Production deployment strategies
Scaling considerations
Multi-agent systems
Best practices for production agents

✨ Program Features

Accessibility

No Prerequisites

Community Focus

Discord Community

Expert Led

Google ML Team

Practical

Hands-on Codelabs

🎯

Live Interactive Sessions

45-60 minute live sessions with Google ML researchers and engineers covering conceptual foundations and practical applications.

🛠️

Hands-on Learning

Each day includes practical codelabs and assignments to reinforce learning with real-world implementation experience.

🏆

Capstone Competition

Optional competitive capstone project with prizes and Kaggle badge recognition for outstanding submissions.

❓ Frequently Asked Questions

Do I need prior AI experience?

No prerequisites required. The course is designed for developers of all levels, from beginners to experienced practitioners.

How much time should I dedicate daily?

Plan for 1-2 hours daily for assignments plus 45-60 minutes for live sessions. Total commitment is flexible based on your engagement level.

Will I have access to materials after the course?

Yes, all course materials, codelabs, and resources will remain accessible after the program ends for continued learning.

How do I get the Kaggle badge?

Complete the optional capstone project during the course. Projects are evaluated competitively, and outstanding submissions receive Kaggle badge recognition.

🚀 Ready to Build AI Agents?

Join thousands of developers learning from Google's ML research team. Registration is completely free!

Course Details

Duration:
5 days
Dates:
November 10-14, 2025
Format:
Online
Cost:
Free