Data pre-processing, modelling, analysis, and visualisation are all enabled within KNIME. The workflows can run both through the interactive interface and also in batch mode. These two setups allow for easy local job management and regular process execution. KNIME integrates various components for machine learning and data mining through its modular data pipelining ‘Lego of Analytics’ concept.
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