Apache PredictionIO vs. IBM Analytics Engine Comparison


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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 IBM Analytics Engine provides an architecture for Hadoop clusters that decouples the compute and storage tiers. Instead of a permanent cluster formed of dual-purpose nodes, the Analytics Engine allows users to store data in an object storage layer such as IBM Cloud Object Storage and spins up clusters of computing notes when needed. Separating compute from storage helps to transform the flexibility, scalability and maintainability of big data analytics platforms. Build on an ODPi compliant stack with pioneering data science tools with the broader Apache Hadoop and Apache Spark ecosystem. Define clusters based on your application's requirements. Choose the appropriate software pack, version, and size of the cluster. Use as long as required and delete as soon as an application finishes jobs. Configure clusters with third-party analytics libraries and packages. Deploy workloads from IBM Cloud services like machine learning.
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 Enterprises in need of an architecture for Hadoop clusters to decouples the compute and storage tiers
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Not 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 $0.014 per hour Free Version Supported Free Trial Not 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 Not Supported Live Online Not Supported In Person Not Supported
Company Information Apache United States predictionio.apache.org	Company Information IBM Founded: 1911 United States www.ibm.com/cloud/analytics-engine
Alternatives MLlib Apache Software Foundation	Alternatives E-MapReduce Alibaba
Apache Spark Apache Software Foundation	Hadoop Apache Software Foundation
Amazon EMR Amazon	Tencent Cloud Elastic MapReduce Tencent
PySpark	Apache Sentry Apache Software Foundation
Apache Mahout Apache Software Foundation View All	Azure HDInsight Microsoft View All
Categories Machine Learning Supported	Categories Data Discovery Supported Data Visualization Supported

Integrations Apache Spark Supported AWS Marketplace Supported Apache HBase Supported Apache Hadoop YARN Supported Docker Supported Elasticsearch Supported Galileo Not Supported Hadoop Not Supported IBM Cloud Object Storage Not Supported Java Supported MINT Not Supported MySQL Supported PHP Supported PostgreSQL Supported Python Supported RadiantOne Not Supported Ruby Supported Scala Supported Switch Automation Not Supported ZARUS Not Supported Show More Integrations View All 13 Integrations	Integrations Apache Spark Supported AWS Marketplace Not Supported Apache HBase Not Supported Apache Hadoop YARN Not Supported Docker Not Supported Elasticsearch Not Supported Galileo Supported Hadoop Supported IBM Cloud Object Storage Supported Java Not Supported MINT Supported MySQL Not Supported PHP Not Supported PostgreSQL Not Supported Python Not Supported RadiantOne Supported Ruby Not Supported Scala Not Supported Switch Automation Supported ZARUS Supported Show More Integrations View All 9 Integrations
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