Improve this technical interview

This is our technical interview for data science interns (and full time data scientists, without the deadlines!);

Lots of us here (rightfully) complain about the interview process, coding tests, white board interviews, and projects - your feedback won't fix that across the industry, but would help us improve the process we are actively using to hire data scientists at Analytical Flavor Systems.

Any constructive feedback is greatly appreciated.