From the course: Leveraging Cloud-Based Machine Learning on Azure: Real-World Applications
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Operations - Azure Tutorial
From the course: Leveraging Cloud-Based Machine Learning on Azure: Real-World Applications
Operations
- So let's consider Azure Machine Learning operations and what it entails. And how to do it correctly. So keep in mind that we're going to be judged on our ability to operate a machine learning application and service longer term. It's one thing to build the machine learning application It's another thing to run it in production for a long period of time. So at the core of this, is operations. Or Machine Learning operations. Some people call it artificially intelligent operations, or just operations. So we have to deal with governance, security the ability to manage storage systems and data the ability to deal with particular platforms such as Linux and Windows the ability to deal with the application interfaces such as the visual interfaces our programmatic interfaces such as APIs how we're dealing with performance ultimately how we're tracking and monitoring costs and there are a ton of other things that we…
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