ML? Keep in MInd!

ML을 적용할 때 항상 생각해야 하는 질문들

While you are building a machine learning solution, you should answer, or at least keep in mind, the following questions:

  • What question(s) am I trying to answer? Do I think the data collected can answer that question?
  • What is the best way to phrase my question(s) as a machine learning problem?
  • Have I collected enough data to represent the problem I want to solve?
  • What features of the data did I extract, and will these enable the right predictions?
  • How will I measure success in my application?
  • How will the machine learning solution interact with other parts of my research or business product?