There are different data science life cycles available, which can fit different projects. We'll focus most on the Team Data Science Process (TDSP) life cycle, which is defined by Microsoft and can be applied to data science with Microsoft SQL Server. The TDSP provides a recommended life cycle that you can use to structure your data science projects. The life cycle outlines the steps, from start to finish, that projects usually follow when they are executed.