> ## Documentation Index
> Fetch the complete documentation index at: https://notes.kodekloud.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Course: AI Agents For Data Analytics

> Course teaching how to build AI agents that use the MCP Toolbox to generate and execute SQL across BigQuery, Snowflake, and Databricks for real data analytics.

Notes for the **AI Agents For Data Analytics** course: 16 lessons across 3 sections.

## Building Agent With BigQuery

* [Welcome to Bluepine](https://notes.kodekloud.com/docs/AI-Agents-For-Data-Analytics/Building-Agent-With-BigQuery/Welcome-to-Bluepine/page.md)
* [What Are We building](https://notes.kodekloud.com/docs/AI-Agents-For-Data-Analytics/Building-Agent-With-BigQuery/What-Are-We-building/page.md)
* [Course Prerequisites](https://notes.kodekloud.com/docs/AI-Agents-For-Data-Analytics/Building-Agent-With-BigQuery/Course-Prerequisites/page.md)
* [Building a Simple Churn Agent](https://notes.kodekloud.com/docs/AI-Agents-For-Data-Analytics/Building-Agent-With-BigQuery/Building-a-Simple-Churn-Agent/page.md)
* [Integrating Agent With BigQuery](https://notes.kodekloud.com/docs/AI-Agents-For-Data-Analytics/Building-Agent-With-BigQuery/Integrating-Agent-With-BigQuery/page.md)
* [Why MCP Matters](https://notes.kodekloud.com/docs/AI-Agents-For-Data-Analytics/Building-Agent-With-BigQuery/Why-MCP-Matters/page.md)
* [Meet MCP Toolbox](https://notes.kodekloud.com/docs/AI-Agents-For-Data-Analytics/Building-Agent-With-BigQuery/Meet-MCP-Toolbox/page.md)
* [Integrating BigQuery via MCP Toolbox](https://notes.kodekloud.com/docs/AI-Agents-For-Data-Analytics/Building-Agent-With-BigQuery/Integrating-BigQuery-via-MCP-Toolbox/page.md)
* [Demo Building Google ADK Agent With BigQuery MCP](https://notes.kodekloud.com/docs/AI-Agents-For-Data-Analytics/Building-Agent-With-BigQuery/Demo-Building-Google-ADK-Agent-With-BigQuery-MCP/page.md)

## Building Agent With Databricks

* [Tradeoffs of Function Tools and MCP](https://notes.kodekloud.com/docs/AI-Agents-For-Data-Analytics/Building-Agent-With-Databricks/Tradeoffs-of-Function-Tools-and-MCP/page.md)
* [Govern at Credentials Not the Prompt](https://notes.kodekloud.com/docs/AI-Agents-For-Data-Analytics/Building-Agent-With-Databricks/Govern-at-Credentials-Not-the-Prompt/page.md)
* [Introduction to Databricks Genie Space](https://notes.kodekloud.com/docs/AI-Agents-For-Data-Analytics/Building-Agent-With-Databricks/Introduction-to-Databricks-Genie-Space/page.md)
* [Demo Building Agent With Databricks](https://notes.kodekloud.com/docs/AI-Agents-For-Data-Analytics/Building-Agent-With-Databricks/Demo-Building-Agent-With-Databricks/page.md)

## Building Agent With Snowflake

* [Integrating Agent With Snowflake MCP](https://notes.kodekloud.com/docs/AI-Agents-For-Data-Analytics/Building-Agent-With-Snowflake/Integrating-Agent-With-Snowflake-MCP/page.md)
* [One Agent and Three Data Layers](https://notes.kodekloud.com/docs/AI-Agents-For-Data-Analytics/Building-Agent-With-Snowflake/One-Agent-and-Three-Data-Layers/page.md)
* [Demo Integrating Google ADK Agent With Snowflake MCP](https://notes.kodekloud.com/docs/AI-Agents-For-Data-Analytics/Building-Agent-With-Snowflake/Demo-Integrating-Google-ADK-Agent-With-Snowflake-MCP/page.md)


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