The Cloudera Data Science Workbench (CDSW) is an enterprise data science platform that accelerates data science and machine learning projects by providing a robust yet familiar environment for model building with self-service access to data. It provides a complete solution for data exploration, analysis, visualization, modeling and model deployment. CDSW makes secure, collaborative data science at scale a reality for the enterprise, accelerating the delivery of new data products and unifying IT, data science, developers, analysts and business stakeholders across the data science workflow.