Certifications
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How realistic is truly end-to-end LLMOps on Databricks?
Databricks is positioning the platform as a full stack for LLM development — from data ingestion → feature/embedding pipelines → fine-tuning (Mosaic AI) → evaluation → deployment (Model Serving) → monitoring (Lakehouse Monitoring).I’m curious about r...
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Thank You @Gecofer for taking the time to share such a clear, experience-backed breakdown of where Databricks shines and where real-world LLM Ops architectures still need supporting components. Your explanation was incredibly practical and resonates ...
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Resolved! Software engineering in data bricks
I'm a software engineer and a bit new to databricks. My goal is to create a model serving endpoint, that interfaces with several ML models. Traditionally this would look like:API--> Service --> DataNow using databricks, my understanding is that it w...
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Just register model and then deploy service endpoint to serve this model.
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Create function issue
Hello - I am following some online code to create a function as follows:-----------------------------------------CREATE OR REPLACE FUNCTION my_catalog.my_schema.insert_data_function(col1_value STRING,col2_value INT)RETURNS BOOLEANCOMMENT 'Inserts dat...
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In UC, the functions must be read-only; they cannot modify state (no INSERT, DELETE, MERGE, CREATE, VACUUM, etc). So I tried to create a PROCEDURE and call it; I was able to insert data into the table successfully. Unity Catalog tools are really jus...
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Databricks Advent Calendar 2025 #11
Real-time mode is a breakthrough that lets Spark utilize all available CPUs to process records with single-millisecond latency, while decoupling checkpointing from per-record processing.
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Results of october badge challenge - Partner Learning
Hi Databricks,our learners wants to know when are we disclosing the results of october badge challenge - learningsBr
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Hello @saurabh18cs! Have you checked with your company's Databricks Partner Admin or Databricks Support? They’re the right contacts to provide the official timeline for the Partner Learning Badge Challenge results.
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Databricks Advent Calendar 2025 #10
Databricks goes native on Excel. You can now ingest + query .xls/.xlsx directly in Databricks (SQL + PySpark, batch and streaming), with auto schema/type inference, sheet + cell-range targeting, and evaluated formulas, no extra libraries anymore.
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Webinar: From PoC to Production: Delivering with Confidence with Databricks
Our final webinar of December is here and we are closing the year with a powerhouse session!SpeakersAs many organisations still get stuck in the PoC phase, we’re bringing clarity, structure, and real delivery practices to help teams move from promi...
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Appreciate you sharing this with the community, @bianca_unifeye!
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Databricks apps - Volumes and Workspace - FileNotFound issues
I have a Databricks App I need to integrate with volumes using local python os functions. I've setup a simple test: def __init__(self, config: ObjectStoreConfig): self.config = config # Ensure our required paths are created ...
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I also cannot read from a Volume from a databricks app and would be interested in a solution
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- 117 Views
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Using Databricks for Real-Time App Data
I’m exploring how to handle real-time data for an application and I keep seeing Databricks recommended as a strong option — especially with its support for streaming pipelines, Delta Live Tables, and integrations with various event sources. That said...
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Databricks is very effective for real-time app data because it supports streaming data processing using Apache Spark and Delta Lake. It helps handle large data volumes, provides low-latency analytics, and makes it easier to build scalable event-drive...
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Alter table to add/update multiple column comments
I was wondering if there's a way to alter table and add/update comments for multiple columns at once using SQL or API calls. For instance - ALTER TABLE <table_name> CHANGE COLUMN <col1> COMMENT '<comment1>',CHANGE COLUMN <col2> COMMENT 'comment2' ; ...
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The correct SQL syntax for this is:ALTER TABLE your_table_name ALTER COLUMN col1 COMMENT 'comment1', col2 COMMENT 'comment2', col3 COMMENT 'comment3';
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Databricks Advent Calendar 2025 #9
Tags, whether manually assigned or automatically assigned by the “data classification” service, can be protected using policies. Column masking can automatically mask columns with a given tag for all except some with elevated access.
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Not able to serve or interact with LLMs in Databricks free
Hi there,Just testing the new Databricks free edition. Was trying to play around with LLMs, but I', not able to create serving endpoints with foundational model entities, interact with pay-per-token foundational model APIs or use them in Databricks a...
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How to Connect Databricks with Web and Mobile Apps
Hi everyone,I’m exploring ways to leverage Databricks for building data-driven web and mobile applications and wanted to get some insights from this community. Databricks is great for processing large datasets, running analytics, and building machine...
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Check Databricks Apps - you pass databricks resources and then use databricks-sdk to interact with them.
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Databricks Advent Calendar 2025 #8
Data classification automatically tags Unity Catalog tables and is now available in system tables as well.
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Request to reschedule Databricks Certified Generative AI Engineer Associate
I am writing to request assistance with rescheduling my exam for the Databricks Certified Generative AI Engineer Associate certification. My exam was originally scheduled for Today at 7:30 PM. However, when I attempted to access the exam, the Webasse...
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Hello @Eswariy , Sorry to hear you missed your exam window. Please file a ticket with our support team so they can review the case and determine next steps. Please note that we cannot provide support via community. Thanks & Regards,@cert-ops
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