Breaking into your first Data Science role is a lot easier if you have a portfolio of independent projects. What kinds of projects make you stand out from a crowded field? In this video, I give you 18 elements that are overlooked to make your project support your competence to do the job in the real world.

Capable Data Scientists are responsible for more than just model development. There is a much deeper workflow. The more of that workflow you include in your project, the more real world it becomes. That shows you can do the job and you understand the complexities of a project.