Apache PredictionIO: End-to-End Machine Learning Server – Simon Chan
Apache PredictionIO (incubating) provides a full stack machine learning environment on top of Apache Spark, making it easy for developers to iterate on production-deployable machine learning engines. Apache PredictionIO is designed for data scientists and developers to build predictive web services for real-world applications in a fraction of the time normally required.
In this talk, the speaker will introduce the latest developments of PredictionIO, and show how to use it to build and deploy predictive engines in real production environments. Using PredictionIOÛªs DASE design pattern, Simon will illustrate how developers can build machine learning applications with the separation of concerns (SoC) in mind. The speaker will also go over the future roadmap of Apache PredictionIO and some of its recent development.