DataRobot's acquisition of Paxata

Data preparation is an area that has plagued many AI projects, with estimates of up to 80% of effort spent in making data ready and fit for purpose. Creating datasets for training predictive models and preparing data specific to AI routines are major challenges companies face when it comes to leveraging their data at scale. DataRobot’s acquisition of Paxata provides a platform to help users build automation into their data preparation processes, working to alleviate these pain points and enhance their ability to achieve AI-driven outcomes rapidly. Also, as part of the acquisition, the companies unveiled an interesting integration into DataRobot’s AI Catalog, making it easier for business analysts and data scientists to prepare data for machine learning. #datagovernance #datapreparation #machinelearning