Thank You very much @jeremy and @rachel and @yinterian. Applying fastai library to a real life Structured Dataset problem was extremely useful. The idea of embeddings instead of simple dummy variables is amazing.
Lesson 3 (Rossman notebook – structured data sets) alone is worth the course. Besides all that we have clear explanations on tons of useful topics like image classification, CNN, convolutions, working on Kaggle competitions, AWS (with a decent amount of credits for free!), etc. In parallel started watching the Machine Leaning material and discovered another treasure!
While waiting for part2, I will be gaining experience on all this material and applying whatever I can in real projects and Kaggle competitions.
Grateful for this experience and please count on me to help if you need.