RapidMiner is a data science platform that provides an end-to-end environment for data preparation, machine learning, deep learning, and model deployment. It offers a visual workflow designer that enables both data scientists and business analysts to build AI models.. Here are 12 similar ai data analysis worth considering as RapidMiner alternatives.