PredictionIO is an open source Machine Learning Server. It empowers developers and data scientists to build smart applications with data productively.
PredictionIO currently offers 2 basic engine templates for Apache Spark MLlib:
It also offers an engine template with more business logics:
- Similar Product - with MLlib ALS and Cosine Similarity
With these templates, you can create a custom predictive engine for production deployment efficiently:
- predict user behaviors and demand
- offer personalized video, news, deals, ads and job openings
- help users to discover interesting events, documents, apps and restaurants
- spam detection
- and more...
A standard PredictionIO stack is built on top of solid open source technology, such as Scala, Apache Spark, HBase and Elasticsearch.