Configuring Microsoft Machine Learning Server to Operationalize Analytics using ARM Templates

To benefit from Machine Learning Server’s web service deployment and remote execution features, you must first configure the server after installation to act as a deployment server and host analytic web services. The installation process is already taken care by using these Azure Marketplace Images (which come with Machine Learning Server pre-installed): Data Science Virtual…


Consuming O16N Web Services from Azure Functions

Operationalization feature of Microsoft Machine Learning Server allows us to publish R/Python models and code in the form of web services and the consume these services within client applications. This article outlines step-by-step details of consuming the published web service (R language) using Azure Functions (C# TimerTrigger). Azure Functions is a solution for easily running…


Simplifying The Use of Azure Data Science Virtual Machine with R

This post is authored by Le Zhang, Data Scientist, and Graham Williams, Director of Data Science at Microsoft. Azure Data Science Virtual Machine (DSVM) and AzureDSVM package Azure Data Science Virtual Machine (DSVM) is a curated Azure VM image preinstalled and configured with popular tools that are commonly used for data analytics and machine learning,…

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Step by Step Guide to Setup LDAPS on Windows Server

Step-by-step guide for setting up LDAPS (LDAP over SSL) The guide is split into 3 sections : Create a Windows Server VM in Azure Setup LDAP using AD LDS (Active Directory Lightweight Directory Services) Setup LDAPS (LDAP over SSL) NOTE : The following steps are similar for Windows Server 2008, 2012, 2012 R2 , 2016….

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11 ways to deploy R Server on HDInsight Cluster

In this article, we will discuss 11 possible ways to deploy R Server on HDInsight Cluster. Some of these ways will help in automating the cluster creation (using scripts). Majority of them are related to deployment using Azure Resource Manager Templates. ARM Templates are very useful and can be deployed in several ways. Here are the…

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