From the course: Leveraging Cloud-Based Machine Learning on Azure: Real-World Applications

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- [Instructor] So how do we build machine learning-based applications using Azure Machine Learning? Let's explore that. So ultimately, it's about understanding what you need to accomplish or the business reason for why we're building this machine learning-based application and certainly even the ability to justify the use of an advanced technology such as machine learning. Next, we move into how we're going to design the system, what the structure is going to be, what methodology we're going to use, and why it's built in a certain way, designed in a certain way to meet the requirements. Then we actually construct the machine learning-based system. This is really using a number of different technologies that Azure is able to provide us with the ability to leverage machine learning technology. So there's a bunch of ways to do it. We can do it directly programmatically, or we can do it using a visual interface, and…

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