Apache PredictionIO vs. Oracle Machine Learning Comparison


Apache PredictionIO Apache	Oracle Machine Learning Oracle	+	+
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About 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, and 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, etc.	About Machine learning uncovers hidden patterns and insights in enterprise data, generating new value for the business. Oracle Machine Learning accelerates the creation and deployment of machine learning models for data scientists using reduced data movement, AutoML technology, and simplified deployment. Increase data scientist and developer productivity and reduce their learning curve with familiar open source-based Apache Zeppelin notebook technology. Notebooks support SQL, PL/SQL, Python, and markdown interpreters for Oracle Autonomous Database so users can work with their language of choice when developing models. A no-code user interface supporting AutoML on Autonomous Database to improve both data scientist productivity and non-expert user access to powerful in-database algorithms for classification and regression. Data scientists gain integrated model deployment from the Oracle Machine Learning AutoML User Interface.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers and data scientists searching for a solution to create predictive engines	Audience Data scientists looking for a machine learning solution to accelerate the creation and deployment of machine learning models
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported	Training Documentation Supported Webinars Supported Live Online Supported In Person Supported
Company Information Apache United States predictionio.apache.org	Company Information Oracle Founded: 1977 United States www.oracle.com/data-science/machine-learning/
Alternatives MLlib Apache Software Foundation	Alternatives Oracle Data Science Oracle
Apache Spark Apache Software Foundation	Kraken Big Squid
Amazon EMR Amazon	Rapidminer AI Studio Siemens
PySpark	Google Cloud AutoML Google
Apache Mahout Apache Software Foundation View All	Oracle Data Miner Oracle View All
Categories Machine Learning Supported	Categories Data Science Supported Machine Learning Supported

Integrations Apache Spark Supported MySQL Supported AWS Marketplace Supported Apache HBase Supported Apache Hadoop YARN Supported Apache Hive Not Supported Docker Supported Elasticsearch Supported Impala Not Supported Java Supported Kinetica Not Supported Oracle Cloud Infrastructure Not Supported Oracle Database Not Supported PHP Supported PostgreSQL Supported PwC Check-In Not Supported Python Supported Ruby Supported Scala Supported Show More Integrations View All 13 Integrations	Integrations Apache Spark Supported MySQL Supported AWS Marketplace Not Supported Apache HBase Not Supported Apache Hadoop YARN Not Supported Apache Hive Supported Docker Not Supported Elasticsearch Not Supported Impala Supported Java Not Supported Kinetica Supported Oracle Cloud Infrastructure Supported Oracle Database Supported PHP Not Supported PostgreSQL Not Supported PwC Check-In Supported Python Not Supported Ruby Not Supported Scala Not Supported Show More Integrations View All 9 Integrations
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