source: kdnuggets: kaggle + google’s free 5-day agentic ai course
level: technical
google and kaggle have made their 5-day ai agents intensive course freely available as a self-paced learn guide. the course originally ran live in november 2025 with over 1.5 million participants and 11,000 capstone submissions. it follows their 2024 generative ai intensive and focuses specifically on building ai agents, addressing common confusion about what agents are and when to use them.
each of the five days pairs a technical whitepaper with hands-on codelabs using gemini and google's agent development kit. day one covers agent architectures and building a first agent and multi-agent system. day two teaches tool use, custom tools, and the model context protocol for external system interaction, plus human-in-the-loop approval. day three focuses on context engineering with sessions and long-term memory. day four addresses agent quality through logging, tracing, metrics, and evaluation of responses and tool use. day five moves from prototype to production with the agent-to-agent protocol and deployment to vertex ai agent engine.
the course assumes python proficiency and familiarity with llm apis but no prior agent expertise. it emphasizes the whitepapers for durable understanding, especially the evaluation and context-engineering material, which is often overlooked. the capstone project provides a tangible outcome. the entire course is free and available on kaggle, offering a practical path for practitioners to build reliable ai agents.
why it matters: it provides hands-on training for building and evaluating ai agents, a skill increasingly needed as agentic systems move into production.
source: kdnuggets: kaggle + google’s free 5-day agentic ai course