Scalefree's dbt package for a Data Vault 2 implementation congruent to the original Data Vault 2 definition by Dan Linstedt including the Staging Area, DV2 main entities, PITs and Snapshot Tables.

A stand-alone test framework that allows to write unit tests for Data Factory pipelines on Microsoft Fabric, Azure Data Factory and Azure Synapse Analytics.

A data discovery and manipulation toolset for unstructured data

PowerShell module to deploy Synapse workspace (and more) in Microsoft Azure.

Data Lineage for Microsoft SQL Server, Azure SQL Server and Azure Synapse

Azure Synapse and SAP SFLIGHT demo application integration scenario

This repo contains "Azure Data Engineer Associate" Questions and related docs.

Azure End To End Data Engineering Project

Template for using the finnts package on Azure Synapse for scalable time series forecasting within corporate finance.

💻 Migration of On-Prem database to Azure cloud, then transformation and reporting of data

Azure Synapse Notebook Tests

Workshop for integrating Dynamics 365 Customer Insights and Azure Data Services

Sample code for analyzing VCF files (converted to Parquet) in Azure Databricks and Synapse.

PS module for auto-creation of firewall rules in Synapse/Sql

fabrix - a Python toolkit to evaluate, validate, and debug Azure Data Factory & Microsoft Fabric pipeline expressions with rich tracing.

End-to-end real-time data pipeline using Kafka, Spark, Delta Lake, DuckDB, and Power BI. Simulates clickstream analytics with batch + streaming workflows for modern data engineering.

Master Azure Data Engineering with this Basic to Advance guide! Covers SQL, PySpark, Kafka, Databricks, Snowflake & Airflow. Build 15+ industrial projects using Azure (ADF, Synapse, Event Hubs), GCP & modern table formats (Delta Lake, Iceberg, Hudi). Learn real-time streaming, Medallion architecture, and cloud data warehousing with hands-on labs.

Enterprise-grade, AI-ready data lakehouse on Azure using the medallion architecture — Bronze, Silver, and Gold layers built on Azure Synapse Analytics, Databricks, and Delta Lake. Includes IaC, ETL pipelines, data quality frameworks, and MLOps integration.

Designed and deployed a production-grade Azure data pipeline implementing both batch and streaming ELT for the NYC Taxi dataset. Built end-to-end ingestion using Azure Data Factory, Event Hubs, Stream Analytics, and Synapse Analytics, organized under a Medallion architecture (Bronze/Silver/Gold). The platform processes over 1 million daily records

Doxcer is a tool written in Rust that automatically generates documentation based on a prompt template together with the actual Notebook. This is used to generate Markdown documentation.