Your question is Avoiding Overfitting in ML. 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).
What methods can you use to test and avoid overfitting when using a machine learning model?