Depth insight for data scientist with RapidMiner « an innovative tool for AI and big data towards medical applications»
Mohamed Bjaoui, Houneida Sakly, Mourad Ben Saïd, Naoufel Kraïem, Med Salim Bouhlel · 2020
RapidMiner tool is considered among the advanced analytics and powerful platform services in the field of artificial intelligence besides the Big Data storage. This solution has emerged towards several industries such as Financial Services, Energy, Logistics, Life Science and Healthcare and has shown a crucial impact for predictive decisions in this area. This work seeks to describe the solution strategy of this tool for data scientist by depicting a depth insight of this concept which contains more 1500 native algorithms, data preparation and data science functions. This features allows professionals to support any machine learning libraries and integrate python and R codes. RapidMiner offers three different modalities to access to their products which are the main Platform, the automated data science and the AI cloud.