KNIME

KNIME is an open-source data analytics and machine learning platform that enables intuitive workflow design through visual programming. It allows users to perform data preprocessing, statistical analysis, machine learning, and visualization without coding while also supporting integration with Python and R. KNIME can handle various data sources, including CSV files, databases, and cloud storage, and is compatible with big data frameworks such as Hadoop and Spark. In addition to the free KNIME Analytics Platform, KNIME Server offers enhanced workflow automation and sharing capabilities, making it widely used across diverse fields, from academic research to enterprise data utilization.