8 Questions Which You Should Know Before Starting Data Science Career

 

8 Questions Which You Should Know Before Starting Data Science Career :


It is all well and good to learn the technical skills that you need to become a data scientist. I think that it is also extremely important to learn to think like a data scientist. That means always questioning…basically everything

Data science


Obviously every data science problem will require you to question your methods and the data in different ways, but there are a few things that I think are important to consider whenever embarking on any new data science project. In this story, I will go through those questions and why I think that they are important to be a responsible data scientist.

My questions for any new data science project are:

  • What is the question you are trying to answer?
  • Do you know exactly what you are trying to measure?
  • Do you have the right data to answer your question?
  • Do you know enough about how your data was collected?
  • Are there any ethical considerations?
  • Who is going to read your analysis and how much do they understand statistics?
  • Do you need to be able to interrogate your methods?

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