Got to love it when everything comes together.
I was watching some videos and came to the conclusion that my expectations are well above what my modest setup can do. Remember that most, if not all, outputs are cherry-picked, Kaggle is quite interesting and certainly better than just watching videos but threre are many practical exampples playing with common data-sets.