KNIME, is an open source data analytics, reporting and integration platform. KNIME integrates various components for machine learning and data mining through its modular data pipelining concept. A graphical user interface allows assembly of nodes for ETL, modeling, data analysis and visualization. It is a very important tool if you would like to work with Big Data. For commercial deployment, it has a paid version with better support. Gartner magic quadrant rates KNIME as the top advance analytics player based on total capability and ease of use.
KNIME can be your choice for advance analytics if your concern is:
- Perform any type of machine learning task such as clustering, decision tree, market basket analysis to text analysis.
- GUI based and low cost ETL platform
- Better workflow type of project documentation
- Integrate with popular analytics products