Streaming ETL with Azure Data Factory and CDC – Enabling CDC

In this series we look at building a Streaming ETL with Azure Data Factory and CDC – Enabling CDC. This is Part 1, The rest of the series is below. Enabling CDC Setting up Audit Tables Provisioning Azure Data Factory Provisioning Azure Blog Storage Create Data Source Connection in ADF Create Incremental Pipeline in ADF … Read more

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Now back to the article…

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Modern Data Architecture – Part 9 – Load Data into Synapse Data Warehouse

Modern Data Architecture – Part 9 – Loading Data into Synapse Data Warehouse Now that we have provisioned a Synapses Data Analytics environment, we are now ready to begin loading data into this environment. In lab 7, we loaded a single table “sales.customer” to our data lake. To complete this lab, you will either need … Read more

Modern Data Architecture – Part 8 – Provisioning a Synapsis SQL Data Warehouse

Modern Data Architecture – Part 8 – Provisioning a Synapsis SQL Data Warehouse Azure Synapse is a limitless analytics service that brings together enterprise data warehousing and Big Data analytics. It gives you the freedom to query data on your terms, using either serverless on-demand or provisioned resources—at scale. Azure Synapse brings these two worlds … Read more

Modern Data Architecture – Part 6 – Configuring and setting up Data Bricks

Modern Data Architecture – Part 6 – Configuring and setting up Data Bricks Azure Databricks is an Apache Spark-based analytics platform optimized for the Microsoft Azure cloud services platform. Databricks is an industry-leading, cloud-based data engineering tool used for processing and transforming massive quantities of data and exploring the data through machine learning models Azure … Read more

Modern Data Architecture – Part 2 – Resource Groups and Subscriptions

Modern Data Architecture – Part 2 – Resource Groups and Subscriptions Resource Groups in Azure are a mechanism of grouping a collection of services and assets in Azure together. Resource groups can assist in automatic provisioning, deprovisioning, monitoring, and access control as well as provide logical groupings for business processes, units or even environment. A … Read more

Modern Data Architecture – Part 1 – Navigating the Azure Portal

Modern Data Architecture – Part 1 – Navigating the Azure Portal Logging into Azure and the Portal Open up a web browser and navigate to https://azure.microsoft.com/en-us/ and click on “Portal” to log in. You will be navigated to authentication portal to log in. You can either sign up for a new account which comes with … Read more

Auto Spin up and Down Azure Virtual Machines (VM)

One of the best perks of moving your infrastructure to the cloud is the ability to only pay for the resources you use. When using Virtual Machines that usage can be even further limited to servers that stay on only when you need them (business hours or nightly data runs) and then shut down to minimize costs. Here is a quick guide on how to Auto Spin up and Down Azure Virtual Machines (VM).

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