December 10, 2025
Why Your Workspace Setup Matters More Than You Think Have you ever opened your Power BI dashboard only to find that your data isn’t as up to date as you expected? That frustrating moment often
October 22, 2025
TL;DR: Lakeflow is Databricks’ unified data-engineering experience that brings ingestion, transformation, and orchestration under one roof. It combines Lakeflow Connect (managed connectors), Lakeflow Declarative Pipelines (the successor to DLT), and Lakeflow Jobs (workflow orchestration) on
September 26, 2025
TL;DR Default Azure logging = one big bucket (hard to split by team/project). AI Gateway adds model-level logging + per-subscription keys for clean attribution. You also capture prompts, completions, tokens, latency, errors in a consistent
September 9, 2025
The world of AI-powered business intelligence is evolving faster than ever, and dashboards are at the center of this transformation. Modern AI/BI dashboards are no longer static reporting tools—they are becoming dynamic, intelligent, and highly
August 15, 2025
Living with repetitive strain injury (RSI) and chronic pain has been an ongoing challenge, turning even simple tasks—like typing or using a mouse—into sources of discomfort and, at times, intense pain. For someone whose career
July 22, 2025
Let’s be real: Microsoft Fabric is an incredibly powerful tool—but it has its quirks. One moment your pipeline is flying, the next it’s crawling, and you’re left wondering what just happened. Sound familiar? Chances are,
July 2, 2025
Imagine you’re a marketing manager at a bustling retail company. You need to know which products sold best in California during Q4 2024 to plan your next campaign. The problem? You don’t know SQL, and
June 11, 2025
https://youtu.be/_rFiMBnIayg Translytical Task Flows in Power BI simplify turning your data insights directly into real-world actions, right within your dashboard. Imagine you’re viewing your sales report and notice inventory levels dropping fast. Traditionally, you’d have
May 21, 2025
The modern lakehouse architecture and Spark have become the go-to solutions for large-scale data processing, offering powerful capabilities for handling massive datasets. However, they are not always the best fit for every use case. For
April 23, 2025
Microsoft just dropped some major updates to Org Apps (Preview) in Power BI — and if you’re a BI leader or manager overseeing reporting at scale, this one’s for you. What Are Org Apps (Preview),
April 9, 2025
🚀 A New Way to Interact with Fabric Using Python As a data engineer working with Microsoft Fabric, you’ve probably spent time navigating APIs, managing authentication, and making repetitive API calls to fetch workspace details,
March 26, 2025
The AI industry stands at a crossroads. On one side, powerful models like GPT-4 dazzle with their capabilities but drain budgets with eye-watering costs. On the other, smaller models promise affordability but lack the sophistication
March 12, 2025
Artificial Intelligence (AI) is advancing rapidly, and Large Language Model (LLM) agents are leading this evolution. Unlike traditional AI systems limited to basic text generation, LLM agents now incorporate memory retention, strategic planning, and autonomous
February 26, 2025
SPARK IS MUCH CHEAPER AND FASTER TO EXECUTE THAN DATAFLOWS! I’m going to tell you why in this blog. Microsoft Fabric offers a powerful unified analytics platform where you can leverage various engines to design
February 12, 2025
In the data science and data engineering fields, Python is the dominant language for processing data. Most beginners are introduced to Pandas, which provides a way to work with DataFrames, allowing them to manipulate datasets
January 7, 2025
“Data is your organization’s most valuable asset – but who can access it? That’s where things get tricky.” TL;DR Problem: Broad permissions overexpose data, while fine-grained controls are hard to manage at scale, risking security
April 16, 2024
TL;DR: This article explores building a robust data lakehouse using the medallion architecture, which organizes data into three layers—Bronze for raw data ingestion, Silver for data transformation, and Gold for optimized data aggregation. Best practices
March 6, 2023
Notebooks in Synapse Azure Synapse Analytics’ most appealing feature at first glance is the Synapse Studio. One unified UX across data stores, notebooks and pipelines. Notebook experience is appreciated the most among folks who read
January 29, 2023
TLDR; In the case that you want to route all the outbound traffic from Databricks clusters to Azure Firewall, you need to create a UDR (User Defined Route) and add it to the subnet where
January 22, 2023
TLDR IP Access list is one of the ways to netowrk-isolate Azure Databricks. It is a list of IP addresses that are allowed to access Azure Databricks. You can use this list to control access