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定義 - a data science and machine-learning platform
A cohesive software application that offers a mixture of basic building blocks essential both for creating many kinds of data science solution and incorporating such solutions into business processes, surrounding infrastructure and products.
Magic Quadrant
Leaders
- H2O.ai : H2O Flow (core component); H2O Steam; H2O Sparkling Water (for Spark integration); H2O Deep Water (deep-learning capabilities)
- KNIME : based in Zurich, Switzerland. KNIME Analytics Platform.
- RapidMiner : RapidMiner Studio, RapidMiner Server, RapidMiner Radoop
- SAS : SAS Enterprise Miner (EM), SAS Visual Analytics suite
- Alteryx : Alteryx Analytics
Challengers
- TIBCO Software : Statistica platform (Acquired from Quest Software)
- MathWorks : MATLAB, Simulink
Visionaries
- IBM : SPSS (SPSS Modeler, SPSS Statistics)
- Microsoft : Azure Machine Learning
- Databricks : Apache Spark-based Databricks Unified Analytics Platform
- Domino : Domino Data Science Platform
- Dataiku : Data Science Studio (DSS)
Niche Players
- SAP : SAP Business Objects Predictive Analytics (PA)
- Angoss : KnowledgeSEEKER, KnowledgeSTUDIO, KnowledgeENTERPRISE
- Anaconda : Anaconda Enterprise 5.0, an open-source development environment based on the interactive-notebook concept.
- Teradata : Teradata Unified Data Architecture (UDA)
