When Your Application Need an Intelligence
You want to create application that want to utilize the machine learning. In the past, you need to prepare your computing environment and several tools such as TensorFlow and others. Today, you can manage your machine learning project easily with Visual Studio Codes. Basically, Visual Studio Codes will help you to generate script and run the script to the Azure Machine Learning Studio. Here is the main scenario that you will do when you need 'intelligence' in your app.
Creating the Azure Machine Learning Studio Workspace
Creating a computer cluster / compute instance
Creating configuration
Preparing your dataset
Preparing your python script
Creating and running experiment
Selecting and approving model
Deploying model to endpoint
Consuming the endpoint through an application
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Configuring Your Visual Studio for Managing Machine Learning Project
To run machine learning project in VS code you need.
Visual Studio Code is installed download it at https://visualstudio.com
Azure Subscription at https://portal.azure.com
Visual Studio Machine Learning Installed download it at Azure Machine Learning - Visual Studio Marketplace
Demonstration
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