Apache PredictionIO vs. BigML 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 Machine Learning made beautifully simple for everyone. Take your business to the next level with the leading Machine Learning platform. Start making data-driven decisions today! No more wildly expensive or cumbersome solutions. Machine Learning that simply works. BigML provides a selection of robustly-engineered Machine Learning algorithms proven to solve real world problems by applying a single, standardized framework across your company. Avoid dependencies on many disparate libraries that increase complexity, maintenance costs, and technical debt in your projects. BigML facilitates unlimited predictive applications across industries including aerospace, automotive, energy, entertainment, financial services, food, healthcare, IoT, pharmaceutical, transportation, telecommunications, and more. Supervised Learning: classification and regression (trees, ensembles, linear regressions, logistic regressions, deepnets), and time series forecasting.
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 Businesses looking for a Machine Learning platform solution for their operational needs
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support 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 $30 per user per month 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 Supported Live Online Not Supported In Person Not Supported
Company Information Apache United States predictionio.apache.org	Company Information BigML Founded: 2011 United States bigml.com
Alternatives MLlib Apache Software Foundation	Alternatives Neuton AutoML Neuton.AI
Apache Spark Apache Software Foundation	Alibaba Cloud Machine Learning Platform for AI Alibaba Cloud
Amazon EMR Amazon	ML.NET Microsoft
PySpark	MLlib Apache Software Foundation
Apache Mahout Apache Software Foundation View All	Oracle Machine Learning Oracle View All
Categories Machine Learning Supported	Categories Artificial Intelligence (AI) APIs Supported Machine Learning Supported
	Machine Learning Features Deep Learning Not Supported ML Algorithm Library Not Supported Model Training Not Supported Natural Language Processing (NLP) Not Supported Predictive Modeling Supported Statistical / Mathematical Tools Not Supported Templates Supported Visualization Not Supported
Integrations AWS Marketplace Supported Apache HBase Supported Apache Hadoop YARN Supported Apache Spark Supported Docker Supported Elasticsearch Supported Incredible Not Supported Java Supported MySQL Supported PHP Supported PostgreSQL Supported Python Supported Ruby Supported Scala Supported Stackreaction Not Supported Unremot Not Supported Wufoo Not Supported Zapier Not Supported Show More Integrations View All 13 Integrations	Integrations AWS Marketplace Not Supported Apache HBase Not Supported Apache Hadoop YARN Not Supported Apache Spark Not Supported Docker Not Supported Elasticsearch Not Supported Incredible Supported Java Not Supported MySQL Not Supported PHP Not Supported PostgreSQL Not Supported Python Not Supported Ruby Not Supported Scala Not Supported Stackreaction Supported Unremot Supported Wufoo Supported Zapier Supported Show More Integrations View All 5 Integrations
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