Thanks. You have understood the exact level I am pitching at. The chess analogy is great. I have seen too many learners read too fast and on inconsequential optimizations compared to getting the basics right.

Of course the basic topic of validation gets pretty deep fairly quickly too. Out out of bag scores anyone?