Thanks for your thoughtful reply. I need to do a lot of data and algorythm R&D on a tight budget (my savings, no income). I wonder whether it would be more cost effective for me to use Zillabyte's platform or code and deploy my own using free toolkits and run it myself on AWS, that is if I can't just run it on my MacBook.