These lessons are optional and so are not essential to finish the Specialization or implement machine learning to serious-environment projects. Data visualization: With the ability to make charts and graphs is a major Section of remaining a data scientist. Familiarity with the subsequent tools ought to prepare you to definitely do the perform:How