Machine learning is a skill that many data professionals are learning as they plan their careers over the next five to ten years. In this article, Supriya Pande gives an overview of machine learning and walks through a practical example.… Read more
Robert Sheldon continues his DevOps series with a look at security, privacy, and compliance. He recommends that these critical areas are tackled early in the DevOps pipeline.… Read more
You can use SQL Audit to record changes to security, access to tables, and more to help you meet compliance requirements. In this article, Joshua Feierman explains how to set up the audit and collect the data in Azure Log Analytics when running SQL Server in an Azure VM.… Read more
SQL Server contains many built-in views and functions that can be used to understand what is going on “under the hood,” and security is no exception. In this article, Robert Sheldon explains the security related catalogue views, dynamic management views, and system functions.… Read more
Cosmos DB is Microsoft’s highly scalable, NoSQL database platform running in Azure. It supports four API models, including Key-Value pair and Documents. Pushpa Sekhara provides an overview of Cosmos DB, including some best practices to improve performance.… Read more
Data analytics has become one of the powerful domains in the world of data science. An enormous amount of data is being generated by each organization in every sector. Computer science has found solutions to store and process this data in a smart way through a distributed file system. One such example is Azure Data Lake. It uses the Hadoop Distributed File System, and to perform analytics on this data, Azure Data Lake storage is integrated with Azure Data Analytics Service and HDInsight. In this article, Suhas Pande will explain how to store data using Azure Data Lake and how to perform data analysis on it using U-SQL, a big data SQL and C# language. … Read more
While architecting cloud native applications, you need to ensure that your system is highly available, performant, scalable, fault tolerant, and has the capability to recover from a disaster scenario. In this article, Samir Behara discusses the options available when designing the database architecture to achieve scalability.… Read more
Building on the introduction to the SQL used by Cosmos DB in the first article in the series, here you will learn how to handle some of the more classic challenges that you may face when querying JSON documents. Adam Aspin shows you some of the workarounds that are useful in practice when finding and shaping output data ready for further analysis.… Read more
Organizations may have many concerns about performance when migrating databases to Azure. Fortunately, Microsoft provides some great tools to help improve performance and save money. In this article, Monica Rathbun explains how to take advantage of these features.… Read more
The AWS Elastic Beanstalk feature is a web application provisioning service that allows you to automatically scale as needed. In this article, Gerald Bauer explains how to set up and configure Elastic Beanstalks through the AWS dashboard and Visual Studio. … Read more
In the third part of his series, Nicolas Prigent describes how to run post-deployment configuration and automation tasks on Azure Virtual Machines. Nicolas explains how to use Azure VM Extensions using the Azure PowerShell module to save time during the provisioning process.… Read more
Azure Storage can store many types of data, from NoSQL tables to VHDs. In this article, Supriya Pande explains how to work with Azure Storage Explorer, a tool that makes it easy to manage storage in Azure. She also provides an example of using the Azure Storage .NET SDK to upload files.… Read more
The Azure Cosmos DB Emulator can be used to develop Cosmos DB applications without a cost for the Azure service. In this article, Suhas Pande demonstrates several common tasks using C# and the emulator: creating databases, collections, and documents.… Read more
Creating resources in Azure, while not difficult, can be time consuming if you use the manual steps. One way to automate the process is by using JSON templates to save time and enforce standards. In this article, Brian Flynn describes how to create JSON templates for deploying a network with virtual machines. … Read more
AWS Serverless Applications allow developers to create apps without needing a server environment. In this article, Gerald Bauer demonstrates how to get started with this technology in C#. He shows how to deploy and test one of the built-in samples and then walks you through how to create your own application. … Read more
Azure Cosmos DB is Microsoft’s NoSQL database platform running in the cloud. In this article, Suhas Pande explains many of the core concepts in Cosmos DB. Additionally, he goes over how to set up a local Cosmos DB emulator to create collections and documents. Using a local emulator is free and allows development with Cosmos DB without being connected to Azure. … Read more
The .NET F# language can be used for machine learning. In this article, Diogo Souza explains what is needed in Visual Studio to take advantage of this feature and walks you through a simple regression example. … Read more
In the second part of his series, Nicolas Prigent describes in detail how to automate the login process using PowerShell and Azure CLI. Nicolas also explains how to retrieve information about your Azure subscription.… Read more
Tapping the power of serverless computing via Lambda functions and cloud-native technologies allows us to extend the native capabilities that exist in open-source databases. David Yahalom demonstrates how to create a queue using Lambda that can be used to add queuing capabilities to MySQL.… Read more
As more companies take advantage of the cloud, teams must learn to do the basics in new ways. In this article, Mircea Oprea demonstrates how to migrate an ASP.NET application to Azure and from on-premises SQL Server to Azure SQL Database. He also discusses how to troubleshoot issues you may find during the migration.… Read more
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