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IBM Watson and DataRobot are two leading AI data mining platforms that help businesses understand customer behavior and make informed decisions. They utilize advanced techniques such as NLP, ML, and DL to process large datasets and offer tools for data mining, predictive analytics, and decision optimization. DataRobot is an automated machine learning platform that allows for quick and accurate model generation and deployment, while IBM Watson is a versatile platform with tools for various industries.