6 posts
> A deep dive into how Spark transforms your SQL into a physical execution plan — and how Databricks layers Adaptive Query Execution and the Photon vectorized e...
> From raw data to a registered, served fine-tuned model — a production walkthrough using Databricks, Apache Spark, MLflow, and Hugging Face Transformers. --- T...
> A deep dive into the medallion architecture, Delta Lake internals, Z-ordering, and optimized Spark writes — the patterns that separate hobby projects from pro...
Foundry IQ is Microsoft Foundry's managed knowledge-base layer, built on Azure AI Search under the hood, adding automatic freshness handling and simplified hybr...
The hardest part of scaling a data platform isn't the compute. It's knowing who can access what, proving it to auditors, and not breaking everything when someon...
For decades, data engineering was bifurcated into two distinct worlds: the Data Warehouse and the Data Lake. Data Warehouses, like Snowflake or Teradata, offered high-performance SQL and ACID transact...