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  1. Microsoft Fabric now offers low-cost, low-latency data replication into OneLake through mirroring, facilitating near real-time analytics without complex ingestion.

  2. Fabric Accelerator setup is now fully automated, cutting deployment time from 2 hours to just 15–20 minutes.

  3. The Fabric Accelerator is a reusable code component suite for Microsoft Fabric, supporting batch and real-time workloads.

  4. Introducing observability in Fabric Accelerator, the first RTI workload enhancing data platform insights.

  5. The Fabric Accelerator is a framework for building modern data platforms using Microsoft Fabric.

  6. The ability to generate concise summary from pages of text is one of the built-in capabilities of Large Language Models like GPT.

  7. PySpark Common Transforms

    This post is all about using PySpark libraries to apply common transformations to a Spark Dataframe.

  8. Time Zone Conversion in PySpark

  9. While type 2 dimensions are great to track attribute history, in some instances type 2 SCD may not be appropriate.

  10. Power Query can discover and import data from websites.