Datrics vs. MLlib Comparison


Datrics Datrics.ai	MLlib Apache Software Foundation	+	+
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About The platform enables machine learning for non-practitioners and automates MLOps for professionals within an enterprise. No prior learning needed, just upload your data to datrics.ai to do experiments, prototyping, and self-service analytics faster with template pipelines, create APIs, and forecasting dashboards in a couple of clicks.	About Apache Spark's MLlib is a scalable machine learning library that integrates seamlessly with Spark's APIs, supporting Java, Scala, Python, and R. It offers a comprehensive suite of algorithms and utilities, including classification, regression, clustering, collaborative filtering, and tools for constructing machine learning pipelines. MLlib's high-quality algorithms leverage Spark's iterative computation capabilities, delivering performance up to 100 times faster than traditional MapReduce implementations. It is designed to operate across diverse environments, running on Hadoop, Apache Mesos, Kubernetes, standalone clusters, or in the cloud, and accessing various data sources such as HDFS, HBase, and local files. This flexibility makes MLlib a robust solution for scalable and efficient machine learning tasks within the Apache Spark ecosystem.
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	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 Enterprises Power Users (analyst, data scientist, data analyst, scientist,developer, ML engineer, business analyst etc.) Viewer (business decision maker - CEO, CPO, COO, CTO etc)	Audience Data scientists and engineers wanting a machine learning solution for efficient data processing and analysis within the Apache Spark framework
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 Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $50/per month Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version Not 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 Supported Live Online Not Supported In Person Supported	Training Documentation Supported Webinars Supported Live Online Not Supported In Person Supported
Company Information Datrics.ai Founded: 2019 USA datrics.ai	Company Information Apache Software Foundation Founded: 1995 United States spark.apache.org/mllib/
Alternatives Azure Machine Learning Microsoft	Alternatives Apache Spark Apache Software Foundation
UnionML Union	Apache PredictionIO Apache
navio craftworks GmbH	Apache Mahout Apache Software Foundation
Snitch AI	Amazon EMR Amazon
neptune.ai View All	PySpark View All
Categories Artificial Intelligence Supported Machine Learning Supported	Categories Machine Learning Supported
Machine Learning Features Deep Learning Not Supported ML Algorithm Library Not Supported Model Training Supported Natural Language Processing (NLP) Not Supported Predictive Modeling Supported Statistical / Mathematical Tools Not Supported Templates Supported Visualization Supported Show More Features Artificial Intelligence Features Chatbot Not Supported For eCommerce Supported For Healthcare Not Supported For Sales Supported Image Recognition Not Supported Machine Learning Supported Multi-Language Not Supported Natural Language Processing Not Supported Predictive Analytics Supported Process/Workflow Automation Supported Rules-Based Automation Not Supported Virtual Personal Assistant (VPA) Not Supported
Integrations Amazon EC2 Not Supported Apache Cassandra Not Supported Apache HBase Not Supported Apache Hive Not Supported Apache Mesos Not Supported Apache Spark Not Supported Hadoop Not Supported Java Not Supported Kubernetes Not Supported MapReduce Not Supported Python Not Supported R Not Supported Scala Not Supported Show More Integrations	Integrations Amazon EC2 Supported Apache Cassandra Supported Apache HBase Supported Apache Hive Supported Apache Mesos Supported Apache Spark Supported Hadoop Supported Java Supported Kubernetes Supported MapReduce Supported Python Supported R Supported Scala Supported Show More Integrations View All 13 Integrations
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