Kamal Thapa·Nov 3Delta Lake Time Travel in Plain English: What the Transaction Log Actually DoesWhy your lakehouse tables can undo mistakes, show their history, and still cost you storage, explained without the jargonA response icon1
Kulveer Singh·Nov 3Delta Lake Deep Dive: ACID on Object StorageThe transaction log is the whole trick: how Delta turns dumb files on S3 into real tables with time travel — and how to recover one.
Parul S·Nov 1Step-by-Step Guide to Enriching Streaming Data with Reference Data in Microsoft FabricIn today’s data-driven environment, organizations increasingly rely on real-time data to monitor operations, identify anomalies, and make…
Tanujamane·Nov 1Where Should an Online Store Keep Its Data? Warehouse vs Lake vs LakehouseImagine you work for an online shopping company. Every day, customers register, buy products, pay, write reviews, and track deliveries…
Kamal Thapa·Oct 30Building a Medallion Lakehouse on Azure Databricks with Unity Catalog, Step by StepA practical walkthrough from raw JSON to governed gold tables using Auto Loader, Lakeflow pipelines, and Lakeflow Jobs
