Serving a Machine Learning Model via a Web Application
Machine learning is awesome and it is showing up everywhere for good reason. Most companies that I interact with are at least kicking around the idea of using it in their business and a smaller set has taken the plunge and hired engineers with the goal of furthering their business with machine learning.
However, in my experience, the story goes that the new hire in charge of the new initiative is likely a data scientist. They have no idea how to write any code on your stack and likely will not ever do so. Instead, they will create amazing predictions using R libraries, Tensorflow, or PyTorch and impress the executives.
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