Azure AI Foundry is a unified platform for developing, customizing, and managing AI applications and agents. It provides tools and infrastructure for the entire AI development lifecycle, from concept to deployment, and includes access to a wide catalog of models from partners like OpenAI, Hugging Face, and Meta. Features include secure data integration, model customization,... Continue Reading →
Getting started with Azure IoT Hub
Azure IoT Hub provides a cloud-hosted back-end that allows you to connect virtually any device. Azure IoT hub lets you configure per-device authentication, built-in device management, and scaled provisioning. In this blog post we are going to configure and connect an Azure IoT device simulator to Azure IoT hub. Prerequisites Azure Subscription Create your Azure... Continue Reading →
Azure AI-900 Exam Study Guide
Last week I passed Microsoft's Azure AI-900 Certification exam and thought it would be helpful to share my experience. This exam is designed to test foundational knowledge of Artificial Intelligence and Machine Learning workloads and how to implement them in Azure. There are no prerequisites for this exam, but some Azure and general programming experience is helpful.
Kusto Query Language 101
Recently I've started spending more time using Azure Sentinel and I wanted to get up to speed on the Kusto Query Language. This is a collection of my 'Kusto Query Language 101' learnings. What is Kusto Query Language(KQL)? KQL is a read-only language similar to SQL that’s used to query large datasets in Azure. Unlike... Continue Reading →
Detecting Faces in an Image using Azure Cognitive Services
Azure Cognitive Services are a group of cloud-based APIs and SDKs created to help developers build intelligent applications without having specific machine learning or data science skills. Azure Cognitive Services' features are broken down into five main API categories: Vision APISpeech APILanguage APIDecision APISearch API In this blog post we are going to build a... Continue Reading →
Getting started with Azure Functions using Python
Azure Functions is an event driven serverless compute solution that lets you to execute your code without provisioning or managing the infrastructure to support it. "Functions" are blocks of code that can be executed when you need to respond to specific events. As the number of requests increase, Azure Functions automatically allocates as many resources... Continue Reading →
Provision a Virtual Machine in Azure using Python
A couple weeks ago I demonstrated how you could deploy a Python application to Azure App Services but other than application development, what else can you do with Python in Azure? Over the next couple weeks I'll look at some of the different ways Python can be used in Azure from Serverless to Machine Learning.... Continue Reading →
Deploy your first Go Application to Azure App Service
In my last blog post I demonstrated how you can deploy a Python Flask application from GitHub to Azure App Service, but what if your application isn't written in a language or framework with first class support in Azure App Service? In this post I'll demonstrate how you can deploy a simple Go application from... Continue Reading →
Deploy your first Python Flask application to Azure App Service
Azure App Service is one of my favorite Azure Services! It enables you to host web applications, mobile back ends, and RESTful APIs using the programming language of your choice without managing the infrastructure behind it. It provides auto-scaling and high availability, supports Windows and Linux, and enables automated deployments from any Git repo or... Continue Reading →
Threat Hunting with Azure Sentinel
Traditionally, threat hunting has been a manual process in which security team members proactively search and analyze various data sources to detect and isolate potential threats. Azure Sentinel provides powerful search and query tools to proactively hunt for security threats across an organization's data sources, helping you look for new anomalies that weren't detected by... Continue Reading →
Dave McCollough 