Accessing data in different data sources is one of the main tasks in machine learning model development life cycle. Let’s discuss one of the most common data accessing scenarios. Scenario : We have to set of relational data points stored in a Azure SQL server to develop a machine learning model using Azure Machine Learning.… READ MORE
Monitoring the ‘Elevate Access Activity’ by Global Admin is a bit tricky operation and so far I have only found it possible with the Microsoft Cloud App Security (MCAS). Last year, I wrote about how you can do it with MCAS. The ultimate solution would be to monitor the activity in Azure Sentinel and, in this blog… READ MORE
Azure offers different ways to build & run your microservices ranging from Service Fabric to Azure Kubernetes Service to App Services to Azure Spring Cloud to even running Docker Enterprise and Apache Mesos in IAAS mode on Azure — the choice of compute depends on a lot of factors not excluding the affinity and knowledge of these services, the market hype (especially in case of Kubernetes), compatibility… READ MORE
In this blog post, you will learn how to use the Rust programming language to interact with Redis using the redis-rs client. We will walk through commonly used Redis data structures such as String, Hash, List etc. The Redis client used in the sample code exposes both high and low-level APIs and you will see both these styles in action. Code… READ MORE
Many organizations use Azure AD Connect Sync to synchronize hybrid identities from Windows AD to Azure AD DS. Microsoft recently announces a new service, Azure AD Connect Cloud Sync, that also synchronizes Windows AD identities to Azure AD. In this video, we go over how they are similar, features that are different, and when to… READ MORE
Can you keep a secret? Have you tried using Azure Key Vault with Power Automate? here is an overview of the Azure Key Vault connector. The Azure Key Vault Table of Contents The Azure Key Vault The Azure Key Vault Connector Decrypt and Encrypt data I’ve create an Azure Key vault to keep hold of my secrets. The… READ MORE
In this session we not only look at how to enable security tools in Microsoft Azure but look at what is required to build a successful DevSecOps function, how to get high fidelity feedback from security events, structure your team and recap the fundamentals of good security practices. This webinar is part of Azure Week.… READ MORE
DataStores In Azure ML, datastores are references to storage locations, such as Azure Storage blob containers. Every workspace has a default datastore – usually the Azure storage blob container that was created with the workspace. When data is uploaded into the datastore through the following code we can see the files in the Azure Storage… READ MORE
What are we trying to do We will build a very simple recommendation engine using Text Data. To demostrate this we would use a case study approach and build a recommendation engine for a non profit organization Career Village. I have detailed post on the methodology of the recommendation engine in the post here. In this post… READ MORE
First, you need to be sure that you have the latest version of Cosmos SDK in your solution. Currently, preview version has the integrated cache options. Other versions will work too as long as you use Eventual Consistency for you request. You can not change Integrated Cache options with the older versions of SDK. Next,… READ MORE
