CodeWithSimon Blog

  Azure Cognitive Services In this article, we’ll learn about the Azure Cognitive Services, how it integrates into various other tools provided by Azure and Microsoft AI ecosystem. We’ll explore the multitudes of domains of artificial intelligence and machine learning that are thoroughly supported by the Azure Cognitive Services and then also learn the ways to call the cognitive services through REST APIs and SDK. This will be a wholesome article on Azure Cognitive Services.  First of all, let us understand what Azure Cognitive Services is and how it plays role in the Microsoft AI Platform. Microsoft Azure  Azure is a cloud computing service developed by Microsoft which enables organizations and individuals to build, test, deploy and manage their applications in high availability and rapidly scalable platform with unparalleled security offerings and benefits in comparison to the traditional on-premises infrastructure.  Microsoft AI Platform  The Azure Cognitive ...

In this article, we'll go through a hands-on experience to build a machine learning model to predict price of automobiles. The previous article explored about Azure Machine Learning and we went through a step-by-step process to create Machine Learning Workspace in Azure, creating the compute instances and compute cluster. This article builds up to the last article – designing a full-on machine learning project. We explore on developing a machine learning model for Automobile Price Prediction in this article. The machine learning workflow are explained and discussed in detail in the process.   Step 1  Let us start with the creation of ML Workspace and Compute Instance or Cluster.  Step 2  From the Menu Icon on the top-left, Choose Pipelines.  We now create a new Pipeline by selecting the New pipeline as shown below.  Select the Compute Cluster or instance you want to use.  Save the Draft name as Automobile Pr...