Interview QA for Machine Learning PositionOct 21, 2016
Here I list a set of Machine Learning questions for interview who wants to get a data scientist job or similar position. Answers can be inquired by contact.
Question List (expanding)
- Introduce one of your favorite machine learning algorithms in detail.
- How would you evaluate the performance of your classifier? Name two ways at least.
- How would you understand overfitting and what you can do about it?
- Tell me how to use cross validation for model selection.
- What’s the difference of ROC and PRC?
- What is cross entropy and how to derive it?