These lessons are optional and they are not required to accomplish the Specialization or use machine learning to true-environment projects. Data visualization: Being able to build charts and graphs is a substantial Element of currently being a data scientist. Familiarity with the subsequent tools need to prepare you to do the perform:"Learning is