Apache PredictionIO
Apache PredictionIO® is an open source Machine Learning Server built on top of a state-of-the-art open source stack for developers and data scientists to create predictive engines for any machine learning task.
- Free • Open Source
- Software as a Service (SaaS)
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What is Apache PredictionIO?
Apache PredictionIO® is an open source Machine Learning Server built on top of a state-of-the-art open source stack for developers and data scientists to create predictive engines for any machine learning task. It lets you:
quickly build and deploy an engine as a web service on production with customizable templates;
respond to dynamic queries in real-time once deployed as a web service;
evaluate and tune multiple engine variants systematically;
unify data from multiple platforms in batch or in real-time for comprehensive predictive analytics;
speed up machine learning modeling with systematic processes and pre-built evaluation measures;
support machine learning and data processing libraries such as Spark MLLib and OpenNLP;
implement your own machine learning models and seamlessly incorporate them into your engine;
simplify data infrastructure management.
Apache PredictionIO® can be installed as a full machine learning stack, bundled with Apache Spark, MLlib, HBase, Akka HTTP and Elasticsearch, which simplifies and accelerates scalable machine learning infrastructure management.
quickly build and deploy an engine as a web service on production with customizable templates;
respond to dynamic queries in real-time once deployed as a web service;
evaluate and tune multiple engine variants systematically;
unify data from multiple platforms in batch or in real-time for comprehensive predictive analytics;
speed up machine learning modeling with systematic processes and pre-built evaluation measures;
support machine learning and data processing libraries such as Spark MLLib and OpenNLP;
implement your own machine learning models and seamlessly incorporate them into your engine;
simplify data infrastructure management.
Apache PredictionIO® can be installed as a full machine learning stack, bundled with Apache Spark, MLlib, HBase, Akka HTTP and Elasticsearch, which simplifies and accelerates scalable machine learning infrastructure management.
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