The earner of this credential has a deep knowledge of data science. They understand how to create complex data modelling, by running data pipelines, designing data experiments, building recommendation systems and using cloud computing. They know how to use data to solve complex business problems, and understand how to present their findings clearly so that decision makers can readily understand their insights. Data Scientist is developed in partnership with Udacity.