Hands-On Machine Learning with Azure
by Thomas K Abraham, Parashar Shah, Jen Stirrup, Lauri Lehman, Anindita Basak, Ryan Murphy
Azure ML Services
Azure ML Services is a relatively new service on Azure that enhances productivity in the process of building AI solutions. Azure ML Services has different components. On the user's end, Azure ML Workbench is a tool that allows users to pull in data, transform it, build models, and run them against various kinds of compute. Workbench is a tool that users run on their local machines and connect to Azure ML services. Azure ML Services itself runs on Azure and consists of experimentation and model management for ML. The experimentation service keeps track of model testing, performance, and any other metrics you would like to track while building a model. The model management service helps manage the deployment of models and ...
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