Kaggle 5-day Agents Intensive Course

GenAI
agents
data_science
Author

Jacob Mathew

Published

November 9, 2025

I’m documenting what I learned in the Kaggle 5-Day AI Agents intensive course.

Day 1: Introduction to Agents

Livestream Notes

“Next revolution of AI would be by agents”-Kanchana Patolla

Anant Nawalgaria: Whitepaper Overview.

  1. Core Agent Architecture (models, Tools, Orchestration)
  2. The “Think, Act, Observe” (Problem-Solving Loop)
  3. Taxonomy of Agentic Systems
  4. Multi-Agent Systems & Design
  5. Agent Interoperability
  6. Security: Agent Indentity &

Industry Experts 1. Mke Clark, Director, Agents Platform, Google 2. Michael Gerstenhaber, VP (Product Management, Vertex Platform), Google 3. Antonio Gulli, Distinguished Engineer, Google 4. Alan Blount, Product Manager (former Software Engineer), Google

AI agents take things one step further than just giving prompt to an LLM

Prompt -> Agent -> Thought -> Action -> Observation -> Final Answer

Day 2: Agent Tools