- 2636 Views
- 6 replies
- 8 kudos
From Associate to Professional: My Learning Plan to ace all Databricks Data Engineer Certifications
In today’s data-driven world, the role of a data engineer is critical in designing and maintaining the infrastructure that allows for the efficient collection, storage, and analysis of large volumes of data. Databricks certifications holds significan...
- 2636 Views
- 6 replies
- 8 kudos
- 8 kudos
This is great! I have worked with Databricks for almost three years and has decided to pursue the Databricks Engineer Professional certification. This will certainly help setting up an effective plan.
- 8 kudos
- 8549 Views
- 3 replies
- 4 kudos
Materials to pass Databricks Data Engineering Associate Exam
Hi Guys, I have passed it already some time ago, but just recently have summarized all the materials which helped me to do it. Pay special attention to GitHub repository, which contains many great exercises prepared by Databricks teamhttps://youtu.be...
- 8549 Views
- 3 replies
- 4 kudos
- 4 kudos
I’m now certified! Huge thanks to ds for their excellent practice questions. Their detailed questions were spot-on and so helpful. Highly satisfied!
- 4 kudos
- 40 Views
- 1 replies
- 1 kudos
Resolved! Log Custom Transformer with Feature Engineering Client
Hi everyone,I'm building a Pyspark ML Pipeline where the first stage is to fill nulls with zero. I wrote a custom class to do this since I cannot find a Transformer that will do this imputation. I am able to log this pipeline using ML Flow log model ...
- 40 Views
- 1 replies
- 1 kudos
- 1 kudos
Hi @WarrenO , thanks for sharing that with the detailed code! I was able to reproduce the error, specifically the following error: AttributeError: module '__main__' has no attribute 'CustomAdder'File <command-1315887242804075>, line 3935 evaluator = ...
- 1 kudos
- 3468 Views
- 3 replies
- 0 kudos
Error code 403 - Invalid access to Org
I am trying to make a GET /api/2.1/jobs/list call in a Notebook to get a list of all jobs in my workspace but am unable to do so due to a 403 "Invalid access to Org" error message. I am using a new PAT and the endpoint is correct. I also have workspa...
- 3468 Views
- 3 replies
- 0 kudos
- 0 kudos
Hey did you make any progress on the error? I'm experiencing the same in my environment. Thanks!
- 0 kudos
- 72 Views
- 0 replies
- 0 kudos
The Hidden Security Risks in Stored Procedure Migrations—What Databricks Exposed
Your stored procedure migration to DB isn't just a 'copy-paste' job - it's a security nightmare waiting to happen.We discovered our 'trusted' stored procedures had hidden access patterns that nearly compromised our entire data governance model. Here'...
- 72 Views
- 0 replies
- 0 kudos
- 163 Views
- 0 replies
- 1 kudos
The Hidden Pitfalls of Snowflake to Databricks Migrations
Everyone's rushing their Snowflake to Databricks migration, and they're setting themselves up for failure.After leading multiple enterprise migrations to Databricks last quarter, here's what shocked me: The technical lift isn't the hard part. It's th...
- 163 Views
- 0 replies
- 1 kudos
- 922 Views
- 1 replies
- 1 kudos
📊 Simplifying CDC with Databricks Delta Live Tables & Snapshots 📊
In the world of data integration, synchronizing external relational databases (like Oracle, MySQL) with the Databricks platform can be complex, especially when Change Data Feed (CDF) streams aren’t available. Using snapshots is a powerful way to mana...
- 922 Views
- 1 replies
- 1 kudos
- 1 kudos
Hi AjayCan apply changes into snapshot handle re-processing of an older snapshot? UseCase:- Source has delivered data on day T, T1 and T2. - Consumers realise there is an error on the day T data, and make a correction in the source. The source redel...
- 1 kudos
- 683 Views
- 1 replies
- 2 kudos
Consideration Before Migrating Hive Tables to Unity Catalog
Databricks recommends four methods to migrate Hive tables to Unity Catalog, each with its pros and cons. The choice of method depends on specific requirements.SYNC: A SQL command that migrates schema or tables to Unity Catalog external tables. Howeve...
- 683 Views
- 1 replies
- 2 kudos
- 2 kudos
This is a great solution! The post effectively outlines the methods for migrating Hive tables to Unity Catalog while emphasizing the importance of not just performing a simple migration but transforming the data architecture into something more robus...
- 2 kudos
- 2347 Views
- 3 replies
- 3 kudos
Resolved! Feature Engineering for Data Engineers: Building Blocks for ML Success
For a UK Government Agency, I made a Comprehensive presentation titled " Feature Engineering for Data Engineers: Building Blocks for ML Success". I made an article of it in Linkedlin together with the relevant GitHub code. In summary the code delve...
- 2347 Views
- 3 replies
- 3 kudos
- 3 kudos
This is a fantastic post! The detailed explanation of feature engineering, from handling missing values to using Variational Autoencoders (VAEs) for synthetic data generation, provides invaluable insights for improving machine learning models. The ap...
- 3 kudos
- 5310 Views
- 3 replies
- 5 kudos
Comprehensive Guide to Databricks Optimization: Z-Order, Data Compaction, and Liquid Clustering
Optimizing data storage and access is crucial for enhancing the performance of data processing systems. In Databricks, several optimization techniques can significantly improve query performance and reduce costs: Z-Order Optimize, Optimize Compaction...
- 5310 Views
- 3 replies
- 5 kudos
- 354 Views
- 0 replies
- 0 kudos
How can Databricks AI/BI Genie, RAG, & LLMs seamlessly coexist with MS Copilot to drive innovation?
The future of enterprise productivity and analytics lies in the seamless integration of advanced tools like Databricks Genie AI/BI, RAG & LLMs and Microsoft Copilot. While each serves distinct purposes, their coexistence can unlock unparalleled value...
- 354 Views
- 0 replies
- 0 kudos
- 243 Views
- 0 replies
- 1 kudos
How Databricks Empowers Scalable Data Products Through Medallion Mesh Architecture?
Unlock the Power of Your Data: Solving Fragmentation and Governance Challenges!In today’s fast-paced, data-driven enterprises, fragmented data and governance issues create roadblocks to decision-making and innovation. Traditional architectures strugg...
- 243 Views
- 0 replies
- 1 kudos
- 219 Views
- 0 replies
- 0 kudos
Rebuilding and Re-Platforming Your Databricks Lakehouse with Serverless Compute
Dear Databricks Community,In today’s fast-paced data landscape, managing infrastructure manually can slow down innovation, increase costs, and limit scalability. Databricks Serverless Compute solves these challenges by eliminating infrastructure over...
- 219 Views
- 0 replies
- 0 kudos
- 2636 Views
- 6 replies
- 8 kudos
From Associate to Professional: My Learning Plan to ace all Databricks Data Engineer Certifications
In today’s data-driven world, the role of a data engineer is critical in designing and maintaining the infrastructure that allows for the efficient collection, storage, and analysis of large volumes of data. Databricks certifications holds significan...
- 2636 Views
- 6 replies
- 8 kudos
- 8 kudos
This is great! I have worked with Databricks for almost three years and has decided to pursue the Databricks Engineer Professional certification. This will certainly help setting up an effective plan.
- 8 kudos
- 1220 Views
- 0 replies
- 3 kudos
Mapping Compliance Standards to Industries: A Comprehensive Guide
Brief Guideline: Mapping Compliance Standards to IndustriesThis guide provides a detailed mapping of various compliance standards to their respective industries, highlighting the specific sectors and descriptions for each standard. Understanding thes...
- 1220 Views
- 0 replies
- 3 kudos
- 774 Views
- 3 replies
- 0 kudos
Getting data from Databricks into Excel using Databricks Jobs API
If you have your data in Databricks, but like to analyse it in Excel, you can use Web API on Power Query. It allows you to not just query an existing table, but also trigger the execution of a PySpark notebook using Databricks Jobs API, and get the d...
- 774 Views
- 3 replies
- 0 kudos
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Got it, yes you have specified the same in your message. Thanks for sharing.
- 0 kudos
