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Deploying Machine Learning Models to Azure Kubernetes Service

Deploying Machine Learning Models to Azure Kubernetes Service

Overview In last week’s post, we looked into how we can use Automated Machine Learning for building and deploying Models as APIs. This week, we’ll take the same model we… Read more

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Using Automated Machine Learning for building and deploying Models as APIs

Using Automated Machine Learning for building and deploying Models as APIs

Overview In this post we’ll look into using Azure Automated Machine Learning for deploying Machine Learning Models as APIs into production. As an example, we will be training and deploying… Read more

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Deploying Azure Functions in Python with Azure DevOps

Deploying Azure Functions in Python with Azure DevOps

Overview Updated – August 2019: Deployment will now work properly even when including additional pip packages in the Function App!  In this post, we’re looking at deploying Azure Functions in… Read more

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Anomaly Detection on Time-Series Data with Azure

Anomaly Detection on Time-Series Data with Azure

Introduction Anomaly detection on time-series data is a crucial component of many modern systems like predictive maintenance, security applications or sales performance monitoring. It allows to detect events, that look… Read more

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Quickstart: Writing Azure Functions in Python (v2)

Quickstart: Writing Azure Functions in Python (v2)

Overview In this post, we’re looking at writing Azure Functions in Python and walk through the most common usage patterns. Over the past months, I’ve used Azure Functions in nearly… Read more

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Microsoft Bot Framework v4 explained (JavaScript)

Microsoft Bot Framework v4 explained (JavaScript)

Introduction Over the past year at Microsoft, I worked with a lot of partners and customers to build their customer-facing chatbots on Azure using the Bot Framework. The Bot Framework… Read more

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Azure Search CORS Configuration

Azure Search CORS Configuration

Introduction This post explains how to configure CORS (Cross-origin resource sharing) on Azure Search. Over the past few months, I’ve been using Azure Search in several projects, mostly as an… Read more

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The New Azure Machine Learning Services

The New Azure Machine Learning Services

Introduction Last week at Ignite 2018, Microsoft released a public preview of their new Azure Machine Learning Services. The outcome is a much easier to understand and clearer product portfolio… Read more

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Azure Search Quickstart Tutorial

Azure Search Quickstart Tutorial

Overview This post is a quickstart tutorial for getting to know what Azure Search is all about. Hence, we’ll walk through the key features of Azure Search and look at… Read more

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Deploying Internal Applications with private IPs on Azure Kubernetes Service (AKS)

Deploying Internal Applications with private IPs on Azure Kubernetes Service (AKS)

Overview In this post, we’ll look into how we can use Azure’s Kubernetes Service (AKS) to host internal applications without exposing them to the world wide web. Undeniably, Kubernetes gained… Read more