IBM Data Science Experience (DSX) is a platform for data science that allows for easy administration, deployment, collaboration and the use of tools for data science projects. It provides seamless deployment of applications along with monitoring, supports open source languages and scalability. DSX enables project collaboration in teams with versioning, sharing and reusable assets, and takes up data science challenges through notebooks, Watson Machine Learning and choosing the right tools.