- 13811 Views
- 6 replies
- 8 kudos
Resolved! Databricks Machine Learning Professional Preparation
Recently I earned the Databricks Machine Learning Professional certification and wanted to share my study journey. Before the exam, I worked on a project as a data engineer alongside data scientists (ML models, LLMs, MLflow). That led me to build a p...
- 13811 Views
- 6 replies
- 8 kudos
- 8 kudos
Congratulations on earning the Databricks Machine Learning Professional certification! Your RAG project breakdown is genuinely helpful because it connects the concepts with real hands-on practice. Along with the official guide and labs, I also found ...
- 8 kudos
- 2747 Views
- 4 replies
- 2 kudos
Introduction to Metric Views (part 1 of 3)
This is part 1 of 3 in a series where I take you through working with Metric Views.Part 1: Introduction to Metric ViewsPart 2: Metric Views and the Databricks platform (AI/BI Dashboards, Genie, etc.)Part 3: Metric Views with Power BI and Tabular Edit...
- 2747 Views
- 4 replies
- 2 kudos
- 2 kudos
Great introduction! A centralized semantic layer with Metric Views should make metrics more consistent and easier to govern across Databricks. Looking forward to seeing the real-world integrations in Part 2.
- 2 kudos
- 5750 Views
- 5 replies
- 4 kudos
Getting Certified as a Databricks Generative AI Engineer Associate: Key Takeaways and Insights
I just earned my Databricks Certified Generative AI Engineer Associate Certification, and in this post, I’m sharing the key tips, resources, and including what confused me, what actually worked, and the traps I nearly fell into. Why I Took This ExamI...
- 5750 Views
- 5 replies
- 4 kudos
- 4 kudos
Thanks for sharing,do you know what is the passing score to clear the exam?
- 4 kudos
- 754 Views
- 0 replies
- 3 kudos
How to Optimize Your Content for GEO: Best Practices for Writing Discoverable Community Content
Help Your Knowledge Reach More People Every Technical Blog, Community Article, MVP article, or answer you share can help someone beyond the Databricks Community. Small improvements in how you write can make your content easier to discover through C...
- 754 Views
- 0 replies
- 3 kudos
- 197 Views
- 0 replies
- 0 kudos
Learning Series | Machine Learning at Scale
Databricks Academy offers the free Machine Learning at Scale course to help machine learning practitioners understand how Apache Spark supports ML workloads on Databricks. As the first course in the Advanced Machine Learning series, it focuses on pra...
- 197 Views
- 0 replies
- 0 kudos
- 432 Views
- 0 replies
- 0 kudos
Solution Accelerator Series | Building Common Sense Product Recommendations With LLMs
Product recommendations help guide customers through their shopping journey. The Building Common Sense Product Recommendations With LLMs Solution Accelerator shows how retailers can use LLMs to develop recommendations for new-to-market products by tu...
- 432 Views
- 0 replies
- 0 kudos
- 248 Views
- 0 replies
- 0 kudos
What Lean Data Teams Get Wrong When Evaluating Databricks
Every few weeks, the same conversation plays out in mid-sized data teams. Someone hits a wall with the current warehouse, a demo of Databricks goes well, and suddenly the question on the table is "should we migrate?" The problem is that most teams ev...
- 248 Views
- 0 replies
- 0 kudos
- 448 Views
- 0 replies
- 2 kudos
The Lakehouse Is the Trust Boundary
Dear Databricks Community,I would like to share a few thoughts on how the role of data platforms may evolve in the agentic AI era. Inspired by Satya Nadella’s recent article on the “Reverse Information Paradox,” I started thinking about a deeper ques...
- 448 Views
- 0 replies
- 2 kudos
- 293 Views
- 0 replies
- 1 kudos
Questions for Choosing a Databricks Partner, and what I'd add after living with the platform
I came across this checklist for hiring a Databricks implementation partner, and it turned out to be the best in-house build checklist I've read in a while. 27 Questions to Choose a Databricks Implementation Partner looks like procurement filler at f...
- 293 Views
- 0 replies
- 1 kudos
- 355 Views
- 0 replies
- 1 kudos
Building a Custom FastMCP Server on Databricks - What the Managed Genie Can't Do.
I Built a Custom MCP Server on Databricks — Here’s What the Managed Version Can’t DoPart 2 of the MCP on Databricks seriesIn Part 1, I covered what Genie MCP and DBSQL MCP give you out of the box — and where they stop.The short version: both are stat...
- 355 Views
- 0 replies
- 1 kudos
- 331 Views
- 0 replies
- 0 kudos
Learning Series | Automated Deployment with Declarative Automation Bundles
Databricks Academy offers the free Automated Deployment with Declarative Automation Bundles course to help data engineers apply DevOps practices to Databricks projects. As the fourth course in the Advanced Data Engineering with Databricks series, it ...
- 331 Views
- 0 replies
- 0 kudos
- 554 Views
- 0 replies
- 0 kudos
AI Technical Debt in Databricks: Why Generated Spark SQL and PySpark Still Need Metadata, Review
AI-assisted coding is changing how data engineers build on Databricks.A developer can now generate Spark SQL, PySpark transformations, Delta table DDL, pipeline logic, data-quality checks, documentation, and test scenarios much faster than before. W...
- 554 Views
- 0 replies
- 0 kudos
- 612 Views
- 0 replies
- 1 kudos
Solution Accelerator Series | Identify Fraud With Geospatial Analytics and AI
Fraud detection becomes more effective when organizations can understand where and how customers normally spend. The Identify Fraud With Geospatial Analytics and AI Solution Accelerator shows how geospatial data, machine learning and a lakehouse arch...
- 612 Views
- 0 replies
- 1 kudos
- 722 Views
- 0 replies
- 2 kudos
The Next Chapter of Data Engineering Is Intelligent Decisions
Hi Databricks Community,I wrote an article sharing my thoughts on where data engineering is heading in the AI era.For a long time, data engineering has been about pipelines, transformations, validations, trusted layers, and dashboards. That foundatio...
- 722 Views
- 0 replies
- 2 kudos
- 369 Views
- 0 replies
- 0 kudos
Learning Series | Databricks Performance Optimization
Databricks Academy offers the free Databricks Performance Optimization course to help data engineers improve workload performance on the Databricks Data Intelligence Platform. As part of the Advanced Data Engineering with Databricks series, it focuse...
- 369 Views
- 0 replies
- 0 kudos
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