Watermark Strategy in Microsoft Fabric Data EngineeringIn Microsoft Fabric, a watermark strategy is a technique used to efficiently track and process incremental data changes in pipelines…7h ago7h ago
How can you implement Lambda Architecture for real-time and batch analytics in Microsoft Fabric?Microsoft Fabric provides an integrated analytics platform that can implement Lambda Architecture by combining batch (OneLake, Spark) and…9h ago9h ago
What are the differences between Spark Notebooks and Spark Jobs in Microsoft Fabric?Types of Spark Execution in Microsoft Fabric: Notebooks vs. Spark Jobs1d ago1d ago
Copy Data Activity in Microsoft FabricThe Copy Data activity is the foundational building block for data movement in Microsoft Fabric pipelines. It enables seamless data…1d ago1d ago
Data Engineering Pipelines in Microsoft FabricA pipeline in Microsoft Fabric’s Data Engineering context is an orchestrated workflow that automates the movement, transformation, and…1d ago1d ago
Which methods can you use to create a Dataflow Gen2 in Microsoft Fabric?Creating Dataflow Gen2 in Microsoft Fabric1d ago1d ago
What are some common workflow combinations using Dataflow Gen2 in Azure and Microsoft Fabric for…Key Points about Dataflow Gen2 Usage in Microsoft Fabric1d ago1d ago
Why is the ignoreChanges option only supported for Delta sources and not for formats like Parquet…Delta Lake vs. Traditional Formats (Parquet, CSV, etc.)2d ago2d ago
Microsoft Fabric Data Engineer AssociateWhat is the main purpose of Continuous Integration (CI) in Microsoft Fabric? A) Deploy code directly to production B) Allow developers…3d ago3d ago