To complete a data science project, you will need a data scientist. Can a single expert lead a project? To answer this question, we can break down data science projects into stages and tasks that are, to some extent, present in all projects.
Before starting a project, you need an idea that will allow your client to achieve their goals and simplify their life. In business, you will look to improve key business processes within a company. Sometimes, the idea is already worked out, and you may start directly from implementation, but more often, your team will be the driver of the process. So, our ideal expert must be able to come up with an idea of a data science project that will provide value for the client.
Next, we will study two project examples to look at how simple projects can be handled with small teams or even...