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Machine Learning
Dive into the world of machine learning on the Databricks platform. Explore discussions on algorithms, model training, deployment, and more. Connect with ML enthusiasts and experts.
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Beginner | Create Agent on Databricks data

SinghGS
New Contributor

Greetings all,

I'm currently exploring Databricks and have just completed the fundamentals. I'm really interested in learning more about custom views, data engineering, and especially how to build agents on top of Databricks data.

As a beginner, I'm a bit unsure about the best learning path to follow to achieve these goals. Iโ€™d really appreciate any advice or pointers you could share to help guide me in the right direction.

Thanks
GS

3 REPLIES 3

Advika
Databricks Employee
Databricks Employee

Hello @SinghGS!

WiliamRosa
New Contributor II

There is currently a beta feature in Databricks for building AI agents using Agent Bricks. This feature enables a no-code approach to create and optimize domain-specific AI agent systems tailored to common use cases. For more details, see the Databricks documentation on Agent Bricks:
https://docs.databricks.com/aws/en/generativeโ€‘ai/agentโ€‘bricks/

Wiliam Rosa
Data Engineer | Machine Learning Engineer
LinkedIn: linkedin.com/in/wiliamrosa

BS_THE_ANALYST
Honored Contributor III

@WiliamRosa I think you should mention that AgentBricks does have some requirements:
https://docs.databricks.com/aws/en/generative-ai/agent-bricks/ 

BS_THE_ANALYST_0-1755439509715.png

@SinghGS , @Advika has provided a bunch of amazing articles in there. I'll be bookmarking a few ๐Ÿ˜‚.

Have you considered looking into the Gen-AI databricks cert? https://www.databricks.com/learn/certification/genai-engineer-associate . It'll provide the full life-cycle for things like agents and the appropriate methods for governance when deploying them ๐Ÿ˜€.

BS_THE_ANALYST_1-1755439677594.png

@SinghGS I'd highly recommend checking out the Dynamic Views! Totally blew my mind on what they can achieve and how easy they are to setup.

All the best,
BS