14 leading tools for predictive analytics and machine learning

Forrester Research has identified 14 leading tools for predictive analytics and machine learning. Vendors included in the research firm's assessment included: Alpine Data, Angoss, Dataiku, Domino Data Lab, FICO, H2O.ai, IBM, KNIME, Microsoft, RapidMiner, Salford Systems, SAP, SAS, and Statistica. Each of these vendors has a comprehensive, differentiated PAML solution; a standalone PAML solution; install base and revenue history; and motivated client inquiries. Seven predictive analytics and machine learning products were selected as keaders among the 14 evaluated. Angoss KnowledgeSTUDIO "Angoss KnowledgeSEEKER is a must-have for data science teams that wish to use beautiful and comprehensive visual tools to build decision and strategy trees," according to Forrester.