Foresight supports the end-to-end data mining and machine learning process with a comprehensive visual and programming interface. The platform also empowers analytics team members of all skill levels with a simple, powerful, and automated tool to handle all tasks in the analytics life cycle.
Data IngestionImport data from one or multiple sources for either immediate processing or storage in a database.
Data PreparationRaw data is cleansed and manipulated so that it can be further processed and analyzed
Data ExplorationExplore data visually to uncover initial patterns and characteristics of the data set.
Feature EngineeringTransform raw data into features that can be used to enhance machine learning performance
Model Creation & TrainingVersatility of the platform enables users to create and train models efficiently and on their own terms: with or without coding.
Model TestingEvaluate testing data against the training model with high accuracy.
DeployingIntegrate ML model into production environment that can be used for business driving purposes.
Monitoring & MaintenanceDashboards to ease the process of monitoring and maintaining the models
CollaborationStreamline the process where teams are able to work on the same projects simultaneously.
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