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How to integrate Python into a Scala stack to build realtime predictive models


Fliptop's primary business used to be contact record linkage. We built-out some substantial infrastructure, coding primarily in Scala, and using JVM-stack libraries. In the past year, we've moved beyond our data business into building predictive analytics applications for Sales and Marketing teams, so it was necessary to build a data science/machine learning stack. While there's plenty of machine-learning tools for the JVM, we felt that the Python ecosystem had many advantages for our use-case (which we'll discuss), and we think we integrated them in a clever way.

About the speaker

I'm a data scientist and software engineer. Languages of choice are Scala and Python. I have been working with AWS for production for over three years. My interest is in building data analytics applications with cloud computing technologies.


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