Certifications
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Hi Team,My exam got suspended during camera check while Launching the exam on 28th September, 2025. I filled up the form and reached out to the support team. Today, after more than 2 days, I have received email saying that exam was suspended due to n...
Yes, I raised the ticket using the above link regarding my exam suspension. The response mentioned that the Respondus software detected malware related to remote access on my device. However, I do not have any such software installed on my MacBook, s...
Scaling XGBoost and LightGBM models to handle exceptionally large datasets—those comprising billions to tens of billions of rows—presents a formidable computational challenge, particularly when constrained by the limitations of in-memory processing o...
Hi @fiverrpromotion, As you mention, scaling XGBoost and LightGBM for massive datasets has its challenges, especially when trying to preserve critical training capabilities such as early stopping and handling of sparse features / high-cardinality cat...
Hello Everyone!I'm using Databricks for my MLOps learning, and I'm following the tutorial, and I got an error while serving the endpoint. I need help in this.Problem Overview:I have created a basic LightGBM model and logged it in the Unity Catalog. T...
Hello!The error OSError: No such file or directory: '/model/artifacts' usually means your PyFunc model is missing required files during deployment. Make sure you’ve logged the model correctly with all necessary artifacts, and that your custom wrapper...
Hi everyone,I'm running some code to train a multimodal Hugging Face model with SFTTrainer and TorchTrainer to use all GPU workers. When trying to execute trainer.fit() it gives me a dbutils serialization error,even I am not using dbutils directly in...
JavierS - The dbutils serialization error occurs in your code because dbutils is only available on the Databricks driver node and cannot be pickled or transferred to Spark or Ray worker nodes. This error can appear even if your code doesn't directly...
DBX Certification Department, Hello Team,I cleared my certification exam, Databricks Certified Data Engineer Associate on March 01, 2025. Still have not received the certificate, more than 48hrs now. Can I please get an update on when I should recei...
Hello @AKUMAR_DEngg! Could you please check your spam or junk folder? It is possible the Certification email may have been routed there.Since it has been over 48 hours, we recommend that you submit a ticket with the Databricks Support team.
Taking exams is so stressful already, and if your exam gets suspended it is extra stressful. Don't worry! Our support team is awesome and will help you get back on track. The most important step is to file a ticket in our Help Center. Be sure to inc...
Hi @Cert-Team @cert-ops ,My exam was suspended due to eye movement. I want to clarify that my eye movements were only from reading the questions and answer options. I did not engage in any malpractice.Kindly review my case and allow my exam attempt t...
hello.I'm testing agentBricks right now. As I'm testing, I have a few questions that I'd like to ask.1) Is it possible to input the schema in a format with input and output?2) In the free trial, when I create a vector search index and utilize it as a...
Did you ever figure this out? Also running intoVector index type DIRECT_ACCESS is not supported for this workspace.
The Problem:A common data engineering challenge is reading a directory of CSV files where the schemas are inconsistent. For example, some files might have columns in a different order, or be missing certain columns altogether. The standard behavior o...
Hey @JaydeepKhatri here are some helpful points to consider: Is this an officially supported, enhanced feature of the Databricks CSV reader? Based on internal research, this appears to be an undocumented “feature” of Spark running on Databricks. ...
Hi @Cert-Team/support team My Associate Data Engineer exam was scheduled to start at 3:15 PM. After about 30 minutes, I faced multiple interruptions and challenges while attempting my certification.The exam got paused due to a video issue, and It was...
Hello @mohan6 ,Thank you for filing a ticket with our support team, Support team will respond shortly. Please note that we cannot provide support or handle exam suspensions via community.Thanks & Regards,@cert-ops
Hi Team, my exam is suspended but it was because I got call and it was important, so I had to pick it during taking the exam and there was no one with me since phone was in picture my exam was suspended.My email id - sanjay.subramanian@mathco.comExa...
This is request I have raised for rescheduling my exam - #00747589
More than 10,000 organizations worldwide — including Block, Comcast, Condé Nast, Rivian, Shell and over 60% of the Fortune 500 — rely on the Databricks Data Intelligence Platform to take control of their data and put it to work with AI. Use this thre...
Job Title - Engineering Data Analyst LeadCompany name- Wartsila Location - Mumbai Required years of experience- 8 years Link to apply - https://careers.wartsila.com/job-invite/46999/Job description;ResponsibilitiesTransform raw data into meaningful i...
Hi Team,What is the best way to transfer Talend ETL code to Databricks and what are the best methods/practices for migrating Talend ETL's to Databricks (notebook, code conversion/migration strategy, workflow's etc)?Regards,Janga
Hi @Phani1 ,Were you able to complete the migration from Talend to Databricks? If yes, please do let me know the process / tools that you have used for the migration and the challenges that you have encountered. ThanksVamsi.
I have configured a new databricks workspace through my personal azure account. I cannot see the metastore. Since this is my personal account, I am the admin. Can you please guide me on how to enable the metastore. Thank you.
Hello @anipar Good day!!Can you please confirm again if you can see the metastore here?Log in to your Databricks workspace.Click your username in the top bar and select "Manage Account" to open the account console AZURE (https://accounts.azuredatabri...
Hi Guys,Could you please share tips , free resources with hands on labs. Is Udemy course is better?Thanks a lotRegards
Hi @shilpashivamall ,At the moment, the best source to prepare for this exam is Databricks Academy. Why do I think so? Because starting from September 30th, a new version of the exam will be introduced, and most of the Udemy courses have not yet been...
We're trying to embed a dashboard following the example at https://learn.microsoft.com/en-us/azure/databricks/dashboards/embedding/external-embed#step-4-use-the-example-app-to-authenticate-and-generate-tokens The embed is displayed but with an error ...
Nevermind. I accidentally removed the external_viewer_id and external_value parameters. After adding them back it works as expected.
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