Data Science
New data science application for Industry 4.0
KatanaFlow is a new graphical development environment for data science in mechanical and plant engineering. The web application supports engineers in analyzing and processing industrial data. By dragging and dropping prefabricated building blocks and components from extensive machine learning and data mining libraries, even non-data scientists from specialist departments are able to create models that deliver meaningful results.
KatanaFlow provides targeted support for data pre-processing, cleansing and correlation, as well as the creation of time series analyses, pattern and anomaly detection and many other evaluations. The insights gained from this also form the basis for new digital services.
Data scientists spend around 80 percent of their working time preparing and processing complex machine data. The graphical programming of data evaluations, which can be compiled interactively from ready-made, self-developed algorithm modules, significantly reduces the effort required for complex data analyses. All users benefit from the ability to create clear evaluations via self-service and from the flexible collaboration options offered by the cloud application.
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