All knowledge base posts in Databricks Community

Re: Getting Started with Databricks - Building a Forecasting Model on Databricks

andreia_sl — Thu, 02 Jul 2026 13:24:41 GMT

Very helpful, thanks for the detailed explanation. I'll give it a try and compare the serverless AutoML approach with custom notebooks.

Re: Getting Started with Databricks - Building a Forecasting Model on Databricks

rishubjha — Sun, 17 May 2026 05:56:48 GMT

Very informative

Re: Getting started with Databricks - Deploy an LLM chatbot using Databricks Vector Search and Found

Naveed — Tue, 31 Mar 2026 14:39:56 GMT

Excellent use case with Vector search - Use this latest model =

model="databricks-meta-llama-3-3-70b-instruct"

Re: Getting Started with Databricks - Build a simple Lakehouse analytics pipeline

Naveed — Tue, 31 Mar 2026 12:55:17 GMT

Simple, Effective and covers all basic findamentals for Data Analysis Exploration.

Re: Getting Started with Databricks - Build a simple Lakehouse analytics pipeline

ikim — Tue, 24 Mar 2026 15:05:55 GMT

Really helpful course thank you

Re: Getting Started with Databricks - Build a simple Lakehouse analytics pipeline

YuvrajBJadhav — Mon, 12 Jan 2026 06:53:24 GMT

Excellent!!

Re: Getting started with Databricks - Deploy an LLM chatbot using Databricks Vector Search and Found

KaushalVachhani — Tue, 25 Nov 2025 14:15:17 GMT

Hi @normk-sd , Not sure what your exact requirements are, but we have a bunch of new notebooks around MCP and multi-agent systems.

LangGraph/OpenAI MCP tool-calling agent:

https://docs.databricks.com/aws/en/generative-ai/mcp/managed-mcp

Multi-agent system with Genie:

https://docs.databricks.com/aws/en/notebooks/source/generative-ai/langgraph-multiagent-genie.html

Multi-agent Supervisor:

https://docs.databricks.com/aws/en/generative-ai/agent-bricks/multi-agent-supervisor

See if either of these helps!

Re: Getting Started with Databricks - Build a simple Lakehouse analytics pipeline

Raman_Unifeye — Tue, 18 Nov 2025 09:30:41 GMT

Well explained.

Re: Getting Started with Databricks - Build a simple Lakehouse analytics pipeline

bevben — Mon, 17 Nov 2025 17:47:15 GMT

sharp

Re: Getting Started with Databricks - Build a simple Lakehouse analytics pipeline

DanielGranja — Tue, 28 Oct 2025 18:01:53 GMT

Very clear and practical! Truly enjoyed it

Re: Getting Started with Databricks - Building a Forecasting Model on Databricks

Franklin_Dantas — Fri, 10 Oct 2025 17:52:45 GMT

Truly well articulated.

Re: Getting Started with Databricks - Building a Forecasting Model on Databricks

siennafaleiro — Wed, 27 Aug 2025 13:47:36 GMT

This is a really clear step-by-step guide!

I especially like how it breaks down the forecasting setup with time columns, horizon, and identifiers—it makes getting started a lot less intimidating. Curious though: has anyone tried comparing the performance of the serverless AutoML approach here against custom notebooks (e.g., Prophet or ARIMA) for real-world datasets? Would love to hear experiences on accuracy vs. ease of use.

Re: Getting Started with Databricks - Building a Forecasting Model on Databricks

hharshmmalviya — Mon, 25 Aug 2025 07:47:23 GMT

Thanks for providing the detailed step by step information on Forecasting Model.

Re: Getting Started with Databricks - Building a Forecasting Model on Databricks

BR_DatabricksAI — Tue, 19 Aug 2025 07:19:37 GMT

@DatabricksGuide . Thanks for providing the detailed step by step information on Forecasting Model.

Re: Getting started with Databricks - Deploy an LLM chatbot using Databricks Vector Search and Found

normk-sd — Tue, 22 Jul 2025 09:34:52 GMT

Is there an updated version of this LLM Chatbot tutorial that brings in multi-agentic MCP or other trending tools?

Re: Getting Started with Databricks - Building a Forecasting Model on Databricks

TheOC — Thu, 10 Jul 2025 14:24:49 GMT

Very useful thank you - Big fan of guides that are able to be followed step by step!

Re: Getting Started with Databricks SQL Serverless on Azure

mnorland — Tue, 17 Jun 2025 23:41:10 GMT

Serverless SQL Warehouse costs the same as Pro on DBU basis. Classic will save you if you have plain vanilla usage. As mentioned previously, you still have to pencil in the VM and network costs to get a full picture of the costs of Pro and Classic. You do have additional lever, spot instances, to reduce the costs of Pro and Classic.

Re: Getting Started with Databricks SQL Serverless on Azure

nayan_wylde — Tue, 17 Jun 2025 17:14:01 GMT

@DatabricksGuide We have implemented serverless warehouses in databricks. But we still have some pro clusters. I want to have a comparison of cost between serverless and pro. While serverless cost is easily available in system tables but I am not able to get the pro infrastructure cost. We have tagging in place azure cost monitor only provides me the DBU cost not the VM cost. #SQLServerless

Re: Getting started with Databricks - Deploy an LLM chatbot using Databricks Vector Search and Found

sarahbhord — Wed, 07 May 2025 16:34:43 GMT

If you want to try UC and Vector Search, you will need a paid Databricks workspace with UC enabled and proper compute access. See docs here https://docs.databricks.com/aws/en/data-governance/unity-catalog/get-started.

Re: Getting started with Databricks - Deploy an LLM chatbot using Databricks Vector Search and Found

cchui — Tue, 06 May 2025 07:50:28 GMT

Can we run this tutorial from a DataBricks Community account?

For example, I cannot find anything related to Unity Catalog and Vector in my community account.