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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.
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Certifications

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

965 Posts

Training offerings

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

220 Posts

Get Started Discussions

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

2776 Posts

Activity in Community Discussions

pevodek
by > New Contributor
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GloraMD Face Lift Serum (We Tried It 365) My Honest Review

The skincare industry has grown rapidly in response to these concerns, offering a wide variety of products designed to support smoother and healthier skin. From creams and lotions to advanced serums, modern skincare focuses on improving hydration, sk...

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YaminiPazhani
by > New Contributor
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Regarding COPOUN CODE

After completing all the relevant courses for the certification, I haven’t received the coupon code yet.

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VelunaKapslarSe
by > Visitor
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Veluna GLP-1 Booster: Din dagliga partner för metabol hälsa

Veluna GLP-1 Booster representerar ett modernt och naturligt tillvägagångssätt för viktkontroll och metabol hälsa. Genom att kombinera kostfiber, växtextrakt och viktiga vitaminer erbjuder produkten en balanserad lösning för att hantera hunger, stabi...

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AbhiDataSavvy
by > New Contributor III
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Hey Databricks Community this is for you

Hey Databricks Community members, If you’re on databricks community asking questions about:• Spark jobs that are too slow• Delta Lake issues• Broken pipelines• Or just trying to learn it databricks in a practical way..We created bricksnotes.com for y...

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Latest Reply
Sumit_7
Honored Contributor II
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Great job @AbhiDataSavvy, keep going!

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RB026
by > New Contributor
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Data Engineer Associate Certification

Hello,Has anyone else noticed that recent Data Engineer exams include advanced Unity Catalog, Asset Bundles, YAML, Kafka topics that are not covered in Databricks Academy training? Is there an updated official learning path?

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Sumit_7
Honored Contributor II
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@RB026 I had encountered few question of UC and DABs not Kafka.

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YukiNakagawa
by > New Contributor II
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Unable to start the lab for "AI/BI for Data Analysts - Japanese" course

Hello.The following error occurs and the lab cannot be started.Please tell me how to resolve it.Thank you.----l = voc_init().user_setup(user) File "/voc/scripts/python/dbacademy.py", line 2753, in user_setup metadata = self.user_getmetadata(user) or ...

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Latest Reply
Louis_Frolio
Databricks Employee
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Hi @YukiNakagawa , Thanks for sharing the full error message. The important piece is this: [UC_NOT_ENABLED] Unity Catalog is not enabled on this cluster. That means the cluster running your lab isn't configured for Unity Catalog, but the course mater...

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sandy4v
by > New Contributor
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Databricks Platform Administrator

I am an Informatica Administrator. Want to become Databricks Administrator. Would like to connect with people who are working as Databricks platform admins and understand the path to become a successful Admin.

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Latest Reply
pradeep_singh
Contributor III
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You can take the platform admin course on partner academy - It covers the topic needed for a platform admin quite well .https://partner-academy.databricks.com/learn/courses/1230/databricks-platform-administration-fundamentalsyou might also want to lo...

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SantiNath_Dey
by > New Contributor III
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Decimal Precision Loss While Reading Parquet Files in Databricks

We are extracting data from SQL Server/Oracle using ADF and storing it in Parquet format. When reading the files in Databricks using spark.read.parquet, decimal values are getting truncated—for example, 1245.1111111189979 becomes 1245.111111118. This...

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Latest Reply
Ashwin_DSA
Databricks Employee
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Hi @SantiNath_Dey, When ADF writes the Parquet, it truncates (or rounds) to that scale. Databricks just reads whatever is stored. There is no way for spark.read.parquet to recreate the lost digits.This behaviour is almost certainly coming from how AD...

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megha_rai1
by > New Contributor II
  • 421 Views
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Voucher Eligibility Query

Hi Team,I participated in the Databricks Learning Festival in October 2025 for the Data Engineer Associate certification. I completed the Learning Pathway 1: Associate Data Engineering and received the exam voucher, but I couldn’t take the exam due t...

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Latest Reply
Sharad_Panigrah
New Contributor II
  • 1 kudos

Hi, I have completed the Associate Data Engineering learning path, but I haven’t received any vouchers or coupons yet

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pevodek
by > New Contributor
  • 54 Views
  • 1 replies
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Nurafix Reviews (Official Retailer) ~2026 - Is It Worth It?

Nurafix ist ein fortschrittliches Nano-Autospray, das eine einfache und kostengünstige Lösung bietet, um das makellose Erscheinungsbild Ihres Fahrzeugs zu erhalten. Dank moderner Nanotechnologie werden Kratzer, Schrammen und leichte Abnutzungen effek...

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pevodek
New Contributor
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https://nurafix.de

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BijuThottathil
by > New Contributor III
  • 145 Views
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Databricks Vector Search Integration: Powering Claude Desktop with MCP

https://medium.com/@bijumathewt/databricks-vector-search-integration-powering-claude-desktop-with-mcp-838c591b50b5

BijuThottathil_0-1775771503126.png
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BijuThottathil
New Contributor III
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Good Question Edonaire. There 2 options here. Continuous and Triggered. If continuous, it will take care of incrimental load automatically, but costly.Triggered can be filed by setting up job with a task to run the "Refresh" code.  

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SantiNath_Dey
by > New Contributor III
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Resolved! Workflow Notification: Pass/Failed –Schema Evolution/Rescue Mode Triggered for complex json file

We are implementing an incremental load for semi-structured data [ complex nested Json file ]using Auto Loader. To handle schema drifts—such as new fields, changes in column order, or data type and precision modifications (e.g., Decimal and Integer)—...

  • 459 Views
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Latest Reply
SantiNath_Dey
New Contributor III
  • 1 kudos

Thank for quick response . let me implement the code .

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Sankaranarayana
by > New Contributor II
  • 257 Views
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Resolved! Voucher Not received after completing the topics covered in Databricks Learning Festival

Hi Team, I have completed the list of topics provided in the learning but still I did not receive any voucher, kindly let us know your input to proceed further. I have attached the completed course information as screen shot with this for your refere...

  • 257 Views
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Latest Reply
Sumit_7
Honored Contributor II
  • 1 kudos

@Sankaranarayana Please reach out to support team or raise a ticket at https://help.databricks.com/s/contact-us

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ShawnRR
by > New Contributor
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When Trying to use Databricks Connect to Free Edition I am getting "Failed to Read Databricks table:

When Trying to use Databricks Connect to Free Edition I am getting "Failed to Read Databricks table: PERMISSION_DENIED:  PERMISSION_DENIED: Cannot access Spark Connect. (requietsId=.....So I have not done anything to my instance aside from getting a ...

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ShawnRR
New Contributor
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If it helps my AI says the following.... Note that I am the only user of this free account.  I have not done anything explicit with permissions.  I created the table I am trying to access and put data in it through the UI.  I can see when I look at t...

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AbhiDataSavvy
by > New Contributor III
  • 421 Views
  • 3 replies
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Databricks Genie Explained Simply for Data Engineers

As a data engineer, I’ve been spending time recently exploring how AI is getting embedded into the Databricks ecosystem, and one feature that genuinely stood out to me is Databricks Genie. What caught my attention is the shift it brings — instead of ...

  • 421 Views
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Latest Reply
mariadawson
New Contributor III
  • 2 kudos

Instead of writing every ad-hoc SQL query for business users, you build a Genie Space. Your job shifts from "writing reports" to "curating metadata." If your Table Descriptions, Primary/Foreign Keys, and SQL Functions are solid in Unity Catalog, Geni...

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