151: Machine Learning Engineering with Liran Hason
Programming Throwdown
How Does a PoRIA Work?
A PoRIA is a Python SDK or REST API that you can use to integrate it with your serving. So after you call to model.predict or predict problem, you'd call to a PoRIA.log prediction. You'll pass the feature vector like the data frame as well as the prediction data frame. Behind the scenes, a PoRia will report it to the back handle of our system. This information internally, our system will calculate all sorts of applications and metrics on your flight production data.
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