Your question is NLP Basics and ML Concepts. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Tell me about the difference between syntactic and semantic analysis, what part-of-speech tagging is, why cross-validation is used, and a few approaches to feature engineering.