Azure Cognitive Services Clemens Siebler 

Azure Active Directory (AAD) authentication for Azure Cognitive Services

In this post we’ll show how you can use Azure Active Directory to authenticate against Azure Cognitive Services. This greatly improves security over using key-based authentication methods. This is because AAD authentication allows us to use Cognitive Services without any passwords or secrets, but rather relies on the identity of the user or Managed Identity […]

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AI Azure Cognitive Services Clemens Siebler 

Azure Cognitive Services Containers processing time comparison

Introduction Azure offers a rich set of pre-trained AI models called Cognitive Services which can help you solving a large variety of tasks. For example, services like OCR (Optical Character Recognition), form recognition or Speech-to-Text enable you to automate otherwise labor-intensive business processes. Let’s take invoice processing as an example. Historically, this has been performed […]

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Azure Machine Learning Clemens Siebler 

Invoking Azure Machine Learning Pipelines from Azure Data Factory using DataPath

This is a quick post for showing how to call Azure Machine Learning Pipelines from Azure Data Factory. This includes passing data dynamically into the Machine Learning Pipeline using DataPath. Pipeline Creation First, let’s create an AzureML Pipeline that we can use for this example. Please note that this code is syntactically correct, but probably […]

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