Azure

Azure Synapse Analytics

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Azure Synapse Analytics is a limitless analytics service that brings together data integration, enterprise data warehousing, and big data analytics. It gives you the freedom to query data on your terms, using either serverless or dedicated resources—at scale. Azure Synapse brings these worlds together with a unified experience to ingest, explore, prepare, manage, and serve data for immediate BI and machine learning needs. In this demo, we will walk through the necessary procedures to: 1. Create an Azure Synapse environment, 2. Write SQL tables to Parquet and dump them into our Data Lake, 3. Run automated pipeline computations on our Data Lake files with AzureML, 4. Connect our Data Lake with Azure Data Bricks for Big Data analytics, 5. Setup Azure DevOps for Synapse version control.

Azure Static Web Apps

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Azure Static Web Apps is a serverless hosting service that offers streamlined full-stack development from source code to global high availability. In this guide, we will build a static web app, secure it to a limited audience, and setup GitHub actions that build our posts automatically for us.

Azure Machine Learning

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Azure Machine Learning is an enterprise-grade machine learning service that builds and deploy models. In this guide, we will go through an end-to-end process that: (1) instantiates a work and compute space, (2) loads a tabular data set for prediction, (3) runs a single experiment, (4) scales a hyperparameter search using multiple VMs with HyperDrive, (5) deploys a model for inference to the web, and (6) show how to send new input data and retrieve predictions.

Azure Logic Apps

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Azure Logic Apps is a cloud-based platform for creating and running automated workflows that integrate your apps, data, services, and systems. With this platform, you can quickly develop highly scalable integration solutions for your enterprise and business-to-business (B2B) scenarios.