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Aradhana Yadav
Aradhana Yadav

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My Journey Through the Google Kaggle AI Agents Intensive Course

๐ŸŒŸ My Journey Through the Google ร— Kaggle AI Agents Intensive Course

When I joined the Google ร— Kaggle 5-Day AI Agents Intensive Course, I was excited but also a little nervous. I had worked with programming languages like C, C++, SQL, and PL/SQL earlier, but AI agents were completely new for me.
This course became a turning point in my learning journey.

๐Ÿ”น Day 1 โ€” Understanding What an AI Agent Truly Is

I learned that agents are not just chatbots. They are autonomous systems that can observe, think, act, and learn.
Concepts like:

Agent loops

Environments

Reasoning systems
gave me a new understanding of AI.

๐Ÿ”น Day 2 โ€” Tools, Memory & Autonomy

I learned how:

Tools expand an agentโ€™s abilities

Memory helps agents learn from experience

Agents can perform multi-step actions

This day made me realize how powerful AI agents can be.

๐Ÿ”น Day 3 โ€” Multi-Agent Systems

My favorite day.
Here I learned how multiple agents can work together โ€” like a team โ€” each having a role such as planner, researcher, coder, or evaluator.

This opened many real-world ideas for me.

๐Ÿ”น Day 4 โ€” Architectures & Evaluation

I explored:

ReAct architecture

Tool-using agents

Planning loops

Evaluation pipelines

For the first time, AI engineering started making complete sense.

๐Ÿ”น Day 5 โ€” My Capstone Project

I built a simple Study Planner Agent.

What it does:

Takes topics & time

Prioritizes tasks

Generates a personalized study plan

Tracks progress

What I learned:

Breaking problems into steps

Adding simple memory

Testing and refining an agent

This project boosted my confidence.

๐ŸŽฏ Key Concepts That Impacted Me

Agents โ‰  Chatbots

Multi-step reasoning is powerful

Memory + tools = true autonomy

Multi-agent collaboration is the future

๐ŸŒฑ How My Understanding Changed

Before: I knew only basic AI ideas.
After: I can design simple agents, understand architectures, and read agent diagrams confidently.

๐Ÿš€ My Next Steps

I want to build:

a multi-agent coding assistant

a travel planning agent

and a learning assistant for students

This course has inspired me to continue exploring agentic AI.

๐Ÿ’ฌ Conclusion

The Google ร— Kaggle AI Agents Intensive Course has been one of the most valuable learning experiences for me.
It didnโ€™t just teach me about agents โ€” it changed the way I think about AI systems.

Iโ€™m grateful for this opportunity and excited to keep growing in this field.

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