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Deploy Machine Learning Models in Azure

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Did you know that there is more than one way you can deploy models in Azure? This Guided Project “Deploy machine learning models in Azure” is for everybody working with ml models in Azure . In this 1-hour long project-based course, you will learn how to deploy machine learning models from Portal in Azure, deploy machine learning models in Azure from Python script and deploy machine learning models using Azure CLI. To achieve this, we will use one example data, train a machine learning model, prepare all the files needed for deployment and deploy it! There a couple of ways of deployment in Azure, so you can pick your most convenient and favourite one. In order to be successful in this project, you will need knowledge of Python language and experience with machine learning in Python. Also, Azure subscription is required (free trial is an option for those who don’t have it), as well as Azure Machine Learning resource and a compute instance within. Instructional links will be provided to guide you through creation, if needed. Let's get started!

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Unlock the potential of deploying machine learning models with the "Deploy Machine Learning Models in Azure" course on Coursera. This engaging, project-based course is designed for IT and computer science enthusiasts who are keen on mastering deployment techniques in Azure. Within just one hour, you'll explore multiple deployment methods, including using the Azure Portal, Python script, and Azure CLI. Led by expert instructors, this beginner-friendly course offers a hands-on experience where you'll train a machine learning model, prepare deployment files, and execute the deployment process. The course provides flexible learning with a variety of tools and techniques, empowering you to choose the method that best suits your needs. To participate, a basic understanding of Python and prior experience with machine learning in Python are essential. You'll also need an Azure subscription (a free trial is available) and access to an Azure Machine Learning resource and compute instance, with detailed guidance provided to help you set these up. Ideal for anyone working with machine learning models in Azure, this free course is a perfect starting point for expanding your skills and enhancing your professional capabilities. Dive in and start deploying your machine learning models with confidence!