cancel
Showing results for 
Search instead for 
Did you mean: 
Community Discussions
Engage in vibrant discussions covering diverse learning topics within the Databricks Community. Explore learning resources, share insights, and collaborate with peers to enhance your skills in data engineering, machine learning, and more.
cancel
Showing results for 
Search instead for 
Did you mean: 

Browse the Community

Certifications

Join dynamic discussions on Databricks certifications within the Community. Exchange insights, tips,...

881 Posts

Training offerings

Explore discussions on Databricks training programs and offerings within the Community. Get insights...

199 Posts

Get Started Discussions

Start your journey with Databricks by joining discussions on getting started guides, tutorials, and ...

2731 Posts

Activity in Community Discussions

kasinathanrames
by > New Contributor II
  • 11817 Views
  • 20 replies
  • 16 kudos

Free Certification voucher

looking for free certification voucher

  • 11817 Views
  • 20 replies
  • 16 kudos
Latest Reply
Advika
Community Manager
  • 16 kudos

Hello @udaykant3331 & @DavidClamp! Databricks offers 50% certification vouchers during its Learning Festival events.The upcoming Learning Festival is scheduled for January 9 – 30, 2026, where you can earn a discount voucher.You can find more details ...

  • 16 kudos
19 More Replies
icurious
by > Visitor
  • 57 Views
  • 2 replies
  • 1 kudos

Resolved! Error in creating external iceberg table

I am new to Databrcicks and was trying to create an Iceberg table. I have configured the Credentials and External Location using the UI under Catalog > External Locations and Credentials. I am able to create a table by using the Browse feature.But wh...

  • 57 Views
  • 2 replies
  • 1 kudos
Latest Reply
icurious
Visitor
  • 1 kudos

Thanks I am able to create a Lakehouse Federation and query the Snowflake catalog. So, if I create an Iceberg table in Databricks, one cannot access the path directly from else where like if I want to access it from Snowflake, right?

  • 1 kudos
1 More Replies
Hubert-Dudek
by Databricks MVP
  • 54 Views
  • 0 replies
  • 1 kudos

Databricks Advent Calendar 2025 #21

Your stream can have a state, and now, with TransformWithStateInPandas, it’s easy to manage - you can handle things like initial state, deduplication, recovery, etc., with the 2025 improvements.

2025_21.png
  • 54 Views
  • 0 replies
  • 1 kudos
Hubert-Dudek
by Databricks MVP
  • 119 Views
  • 0 replies
  • 1 kudos

Databricks Advent Calendar 2025 #20

As Unity Catalog becomes an enterprise catalog, bring-your-own lineage is one of my favorite features.

2025_20.png
  • 119 Views
  • 0 replies
  • 1 kudos
kmaditha
by > New Contributor II
  • 43681 Views
  • 48 replies
  • 5 kudos

Resolved! Data Engineer Associate Certification in 2025 Voucher

Hi Community,I’m planning to take the Data Engineer Associate Certification in 2025 to advance my skills and career. Are there any ongoing promotions or opportunities to get a 50% discount voucher for the exam? It would be incredibly helpful if you c...

  • 43681 Views
  • 48 replies
  • 5 kudos
Latest Reply
Dineshvishe
New Contributor III
  • 5 kudos

How to get voucher of exam

  • 5 kudos
47 More Replies
Hubert-Dudek
by Databricks MVP
  • 138 Views
  • 0 replies
  • 1 kudos

Databricks Advent Calendar 2025 #19

In 2025, Metrics Views are becoming the standard way to define business logic once and reuse it everywhere. Instead of repeating complex SQL, teams can work with clean, consistent metrics.

202519.png
  • 138 Views
  • 0 replies
  • 1 kudos
lance-gliser
by > New Contributor
  • 4625 Views
  • 9 replies
  • 0 kudos

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 ...

  • 4625 Views
  • 9 replies
  • 0 kudos
Latest Reply
SarahA
New Contributor II
  • 0 kudos

I would also like to see some responses to this problem.

  • 0 kudos
8 More Replies
PavanDasa
by > New Contributor
  • 147 Views
  • 1 replies
  • 0 kudos

Certificate not received even after 5 days of exam completion

Hi Team,I haven't received the digital credentials even after 5 days of completion the data engineer associate certification successfully.Need help on this.Thank you

  • 147 Views
  • 1 replies
  • 0 kudos
Latest Reply
cert-ops
Databricks Employee
  • 0 kudos

Hello @PavanDasa, Please check your spam just in case it went there. If you do not receive your badge in 48 hours, please file a ticket with our support team. Please also provide them with your email address so that they can look up your account (it ...

  • 0 kudos
Anonym40
by > New Contributor III
  • 127 Views
  • 2 replies
  • 3 kudos

Resolved! Ingesting data from APIs

Hi, I need to ingest some data available at API endpoint. I was thinking of this option - 1. make API call from Notebook and save data to ADLS2. use AutoLoader to load data from ADLS location. But then, i have some doubts - like I can directly write ...

  • 127 Views
  • 2 replies
  • 3 kudos
Latest Reply
Raman_Unifeye
Contributor III
  • 3 kudos

@Anonym40 - its generally a good idea to break the direct API calls to your rest of the data pipeline. By staging the data to ADLS, you are protecting your downstream to upstream processes and getting more restartability/maintenance in your e2e flow....

  • 3 kudos
1 More Replies
ymmmm
by > New Contributor
  • 179 Views
  • 6 replies
  • 1 kudos

Account reset and loss of access to paid Databricks Academy Labs subscription

Hello,I am facing an issue with my Databricks Academy account.During a normal sign-in using my usual email address, I was asked to re-enter my first and last name, as if my account was being created again. After that, my account appeared to be reset,...

  • 179 Views
  • 6 replies
  • 1 kudos
Latest Reply
ymmmm
New Contributor
  • 1 kudos

Thank you for your support and tour help

  • 1 kudos
5 More Replies
jlancaster86
by > New Contributor II
  • 311 Views
  • 3 replies
  • 2 kudos

Resolved! Can't find zip file for "Get Started with Databricks Free Edition"

Hi, all. I'm getting stuck on the second step of the "Get Started with Databricks Free Edition" course. It's obviously instructing me to download a zip file from a GitHub repository, but there is no link provided for the repository. What am I missing...

  • 311 Views
  • 3 replies
  • 2 kudos
Latest Reply
Advika
Community Manager
  • 2 kudos

Update: The course instructions have now been updated. You can find the required ZIP file in the Repository section at the bottom of the lesson page.Apologies for the inconvenience, @jlancaster86 & @zwilk.

  • 2 kudos
2 More Replies
Hubert-Dudek
by Databricks MVP
  • 101 Views
  • 1 replies
  • 2 kudos

Databricks Advent Calendar 2025 #18

Automatic file retention in the autoloader is one of my favourite new features of 2025. Automatically move cloud files to cold storage or just delete.

2025_18.png
  • 101 Views
  • 1 replies
  • 2 kudos
Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 2 kudos

Thanks for sharing @Hubert-Dudek ! That's a really great feature. It simplified a lot data maintenance process at one of my clients

  • 2 kudos
Prathy
by > New Contributor
  • 137 Views
  • 2 replies
  • 3 kudos

AWS & Databricks Registration Issue

I have created both AWS and Databricks account but I cannot move to further steps in aws marketplace (configure and launch section)

Screenshot 2025-12-18 154546.png Screenshot 2025-12-18 151247.png
  • 137 Views
  • 2 replies
  • 3 kudos
Latest Reply
Advika
Community Manager
  • 3 kudos

Hello @Prathy!Also, please check out this video: https://www.youtube.com/watch?v=uzjHI0DNbbsRefer to the deck linked in the video’s description (https://drive.google.com/file/d/1ovZd...) and check slide no. 16, titled “Linking AWS to your Databricks ...

  • 3 kudos
1 More Replies
Mohanraj_Kandha
by > New Contributor
  • 132 Views
  • 2 replies
  • 3 kudos

unable to read file in workspace/user in free edition

I am unable to read the file in workspace/user in free edition, it was actually possible few weeks back but now it throws this error"[FAILED_READ_FILE.NO_HINT] Error while reading file dbfs:REDACTED_LOCAL_PART@outlook.com/BigMartSales.csv. SQLSTATE: ...

  • 132 Views
  • 2 replies
  • 3 kudos
Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 3 kudos

Yes, in Free Edition dbfs is disabled. If you want to upload your own files just create a managed volume in Unity Catalog. 

  • 3 kudos
1 More Replies
kkirtigoel
by > New Contributor
  • 105 Views
  • 1 replies
  • 0 kudos

Done the certification, but not received my badge

Hi Databricks Team,I have completed my AI Agentic Fundamental certificate course today and haven't received my badge for the same. Can you guys help me for this.

  • 105 Views
  • 1 replies
  • 0 kudos
Latest Reply
cert-ops
Databricks Employee
  • 0 kudos

Hello @kkirtigoel, It can take up to 48 hours for badges/ certificates to be issued. Also please check your spam just in case it went there. If you do not receive your badge in 48 hours, please file a ticket with our support team. Please also provide...

  • 0 kudos